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1 Semester - 2021 - Batch | Course Code |
Course |
Type |
Hours Per Week |
Credits |
Marks |
BCA112 | OFFICE AUTOMATION TOOLS LAB | Skill Enhancement Courses | 2 | 1 | 50 |
BCA121 | PROFESSIONAL ENGLISH | Ability Enhancement Compulsory Courses | 3 | 2 | 100 |
BCA131 | FOUNDATIONAL MATHEMATICS | Core Courses | 3 | 3 | 100 |
BCA132 | STATISTICS-I FOR BCA | Core Courses | 3 | 3 | 100 |
BCA133 | DIGITAL COMPUTER FUNDAMENTALS | Core Courses | 4 | 4 | 100 |
BCA134 | INTRODUCTION TO PROGRAMMING USING C | Core Courses | 4 | 4 | 100 |
BCA151 | DIGITAL COMPUTER FUNDAMENTALS LAB | Core Courses | 4 | 2 | 100 |
BCA152 | C PROGRAMMING LAB | Core Courses | 4 | 2 | 100 |
2 Semester - 2021 - Batch | Course Code |
Course |
Type |
Hours Per Week |
Credits |
Marks |
BCA212 | STATISTICS TOOL LAB | Core Courses | 2 | 1 | 50 |
BCA221 | COMMUNICATIVE ENGLISH | Ability Enhancement Compulsory Courses | 3 | 2 | 100 |
BCA231 | BASIC DISCRETE MATHEMATICS | Core Courses | 3 | 3 | 100 |
BCA232 | STATISTICS II FOR BCA | Core Courses | 3 | 3 | 100 |
BCA233 | OPERATING SYSTEMS | Core Courses | 4 | 4 | 100 |
BCA234 | DATA STRUCTURES | Core Courses | 4 | 4 | 100 |
BCA251 | OPERATING SYSTEMS LAB | Core Courses | 4 | 2 | 100 |
BCA252 | DATA STRUCTURES LAB | Core Courses | 4 | 02 | 100 |
3 Semester - 2020 - Batch | Course Code |
Course |
Type |
Hours Per Week |
Credits |
Marks |
BCA312 | ACCOUNTING TOOLS LAB | Skill Enhancement Courses | 2 | 1 | 50 |
BCA331 | INTRODUCTION TO NUMBER THEORY AND ALGEBRA | Core Courses | 3 | 3 | 100 |
BCA332 | FINANCIAL ACCOUNTING | Core Courses | 3 | 3 | 100 |
BCA333 | OBJECT ORIENTED PROGRAMMING USING JAVA | Core Courses | 4 | 4 | 100 |
BCA334 | DATABASE MANAGEMENT SYSTEM | Core Courses | 4 | 4 | 100 |
BCA351 | JAVA PROGRAMMING LAB | Core Courses | 4 | 4 | 100 |
BCA352 | DBMS LAB | Core Courses | 4 | 2 | 100 |
BCA361A | GERMAN | Generic Elective Courses | 4 | 4 | 100 |
BCA361B | FRENCH | Generic Elective Courses | 4 | 4 | 100 |
4 Semester - 2020 - Batch | Course Code |
Course |
Type |
Hours Per Week |
Credits |
Marks |
BCA431 | GRAPH THEORY | Core Courses | 3 | 3 | 100 |
BCA432 | FINANCIAL MANAGEMENT | Core Courses | 3 | 3 | 100 |
BCA433 | DESIGN AND ANALYSIS OF ALGORITHMS | Core Courses | 4 | 4 | 100 |
BCA434 | SOFTWARE ENGINEERING | Core Courses | 4 | 4 | 100 |
BCA435 | WEB TECHNOLOGY | Core Courses | 4 | 04 | 100 |
BCA451 | .NET LAB | Core Courses | 4 | 2 | 100 |
BCA481 | DBMS PROJECT | Core Courses | 6 | 3 | 150 |
5 Semester - 2019 - Batch | Course Code |
Course |
Type |
Hours Per Week |
Credits |
Marks |
BCA531 | PYTHON PROGRAMMING | Core Courses | 4 | 4 | 100 |
BCA532 | COMPUTER NETWORKS | Core Courses | 4 | 4 | 100 |
BCA541A | MOBILE APPLICATIONS | Discipline Specific Elective Courses | 4 | 4 | 100 |
BCA541B | GRAPHICS AND ANIMATION | Discipline Specific Elective Courses | 4 | 4 | 100 |
BCA541C | BUSINESS INTELLIGENCE | Discipline Specific Elective Courses | 4 | 4 | 100 |
BCA541D | MICROPROCESSOR AND ALP | Discipline Specific Elective Courses | 4 | 4 | 100 |
BCA541E | DIGITAL IMAGE PROCESSING | Discipline Specific Elective Courses | 4 | 4 | 100 |
BCA542A | MULTIMEDIA APPLICATIONS | Discipline Specific Elective Courses | 4 | 4 | 100 |
BCA542B | OOAD USING UML | Discipline Specific Elective Courses | 4 | 4 | 100 |
BCA542C | CYBER SECURITY | Discipline Specific Elective Courses | 4 | 4 | 100 |
BCA542D | COMPUTER ARCHITECTURE | Discipline Specific Elective Courses | 4 | 4 | 100 |
BCA542E | SYSTEM SOFTWARE | Discipline Specific Elective Courses | 4 | 4 | 100 |
BCA551 | PYTHON PROGRAMMING LAB | Core Courses | 4 | 2 | 100 |
BCA552A | MOBILE APPLICATIONS LAB | Discipline Specific Elective Courses | 4 | 2 | 100 |
BCA552B | GRAPHICS AND ANIMATION LAB | Discipline Specific Elective Courses | 4 | 2 | 100 |
BCA552C | BUSINESS INTELLIGENCE LAB | Discipline Specific Elective Courses | 4 | 2 | 100 |
BCA552D | MICROPROCESSOR AND ALP LAB | Discipline Specific Elective Courses | 4 | 2 | 100 |
BCA552E | DIGITAL IMAGE PROCESSING LAB | Discipline Specific Elective Courses | 4 | 2 | 100 |
BCA581 | PROJECT-I | Discipline Specific Elective Courses | 4 | 2 | 100 |
6 Semester - 2019 - Batch | Course Code |
Course |
Type |
Hours Per Week |
Credits |
Marks |
BCA671 | MACHINE LEARNING | Core Courses | 6 | 5 | 150 |
BCA672A | CLOUD COMPUTING | Discipline Specific Elective Courses | 6 | 5 | 150 |
BCA672B | UI/UX DESIGN | Discipline Specific Elective Courses | 6 | 5 | 150 |
BCA672C | SOFTWARE TESTING | Discipline Specific Elective Courses | 6 | 5 | 150 |
BCA672D | INTERNET OF THINGS | Discipline Specific Elective Courses | 6 | 5 | 150 |
BCA672E | LINUX ADMINISTRATION | Discipline Specific Elective Courses | 6 | 5 | 150 |
BCA681 | MAJOR PROJECT | Discipline Specific Elective Courses | 16 | 8 | 300 |
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Introduction to Program: | |
Bachelor of Computer Applications is a 3-year undergraduate programme spread over six semesters. The course is designed to bridge the gap between IT industries and academic institutes by incorporating the latest developments into the curriculum and to give students a complete understanding within a structured framework. The curriculum supports students to gain adequate programming practices along with a theoretical foundation and also includes interdisciplinary courses and electives for widening the domain expertise. State-of-the-art infrastructure provides an excellent learning environment to hone the knowledge of each student. | |
Programme Outcome/Programme Learning Goals/Programme Learning Outcome: PO1: Acquire and Apply Knowledge: Understand and apply the fundamental principles, concepts and methods in key areas of Computer Applications and multidisciplinary fields.PO2: Problem Analysis: Analyze real-time problems using various tools and techniques. PO3: Design and Development: Design and develop solutions to meet the desired needs. PO4: State-of-art Technologies: Adapt and apply emerging tools and technologies. PO5: Entrepreneurship and Innovation: Provide sustainable and innovative solutions for real-time problems. PO6: Lifelong Learning: Engage in continuous reflective learning in the context of technological advancement. PO7: Communication and Team Building: Demonstrate effective communication and interpersonal skills. PO8: Ethics and Social Responsibility: Integrate ethical and human values to become a socially responsible citizen. | |
Assesment Pattern | |
CIA: 50% ESE: 50% | |
Examination And Assesments | |
CIA: 50% ESE: 50% |
BCA112 - OFFICE AUTOMATION TOOLS LAB (2021 Batch) | |
Total Teaching Hours for Semester:30 |
No of Lecture Hours/Week:2 |
Max Marks:50 |
Credits:1 |
Course Objectives/Course Description |
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MS-WORD The purpose of this course is to teach students to identify word processing terminology and concepts, Create technical documents, Animation and Design document, format and edit documents, use simple tools and utilities, Mail merge concepts and Mathematical expressions. MS-EXCEL This course will teach you the skills you'll need to successfully use Excel. This course will start with basic skills, and then move forward to more advanced features and techniques. |
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Course Outcome |
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CO1: Ability to Animate and Design the document. CO2: Simplification of Mathematical expressions. CO3: Create Format cells, rows, columns, and entire worksheets. CO4: Create charts and diagrams for data. CO5: Create data lists and forms. CO6: Create and use pivot tables and pivot charts. CO7: Work with VBA concept. |
Unit-1 |
Teaching Hours:30 |
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List of Programs
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MS-WORD
4. Create and Design Seminar/Conference/Workshop brochure.
MS-EXCEL 1. Enter the order id, product name, unit price, quantity and discount. Perform the following operation using MS – Excel.
2. Enter the following details of 20 students data’s in column wise, s.no, roll no, name, test – 1, test – 2 and test – 3 marks, total, mention and grade from Cell A to h and do the following operations in excel a. Calculate the total score of each student b. Display the word "Fail" if the student failed and "Pass" if the student passed in Mention column. d. Count the number of students who failed in subject wise e. Count the number of students who passed in a subject in the column "# of passed students. f. Calculate the percentage of students who failed in all subjects and write "% of failed students" g. Calculate the percentage of students who passed in all subjects write "% of passed students" h. Display grade letter of each student in Grade column, based on the following conditions: 75 <total Score <=80 à A 70 <total Score <=85 à B+ 65 <total Score <=70 à B 55 <total Score <=65 à C+ 50 <total Score <=55 à C 45 <total Score <=50 à D+ 40 <total Score <=45 à D 35 <total Score <=40 à E+ 30 <total Score <=35 à E Total Score < 30 à F
3. Create a basic calculator with VBA in Excel. 4. Write some code in VBA (Visual Basic for Application) to manipulate records in Excel spreadsheet and work with VBA user form to build graphic user interface application. 5. Write some code in VBA (Visual Basic for Application) to manipulate records in Excel spreadsheet and work with VBA user form to build graphic user interface application. 6. Prepare a pay-bill using a worksheet. The work sheet should contain Employee Id, Name, Designation, Experience and Basic Salary and Job ID. If Job Id is 1 then DA is 45% of the basic salary. HRA is Rs. 5500. the other Job ids DA is 35% of the basic salary and HRA is Rs. 3500. For all the above Job ids PF to be deducted is 4%. For the job ids 1&2 Rs. 100 to be deducted as Professional Tax. a. Find the net pay. 7. Using Excel project the Product sales for any five products for five years. a. Compute the total sales of each product in the five years. | ||||||||
Text Books And Reference Books: * | ||||||||
Essential Reading / Recommended Reading * | ||||||||
Evaluation Pattern CIA - 100% | ||||||||
BCA121 - PROFESSIONAL ENGLISH (2021 Batch) | ||||||||
Total Teaching Hours for Semester:45 |
No of Lecture Hours/Week:3 |
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Max Marks:100 |
Credits:2 |
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Course Objectives/Course Description |
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This course focuses on preparing students to communicate verbally and non-verballyin an effective manner. The aim is to introduce students to communication in a professional environment. It is instrumental in learners comprehending the role of technical english in communication. Objectives: 1. Introduce learners to language skills in their area of specialisation. 2. Enavle them to enhance career prospects and employability through English langiage skills 3. Help students gain understanding of language at the workplace 4. To develop verbal and non-verbal skills in English communication |
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Course Outcome |
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CO1: Comprehension and demonstration of language in the field of technology CO2: Prepare individuals as Independent communicators CO3: Illustrate professional requirements through language proficiency |
Unit-1 |
Teaching Hours:8 |
reviewing grammar
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This unit undertakes to revise the foundation of language; the grammar section of language learning. Students will be reviewed the grammar aspects mentioned through task based activities Concept of time in language – reflective learning will be used to help students detect their grammatical errors in tenses and rectify. § Degrees of comparison – using technical literature students can be engaged in apprehending degrees of comparison § Direct and reported speech – to enable learners carry on a comprehensible conversation either spoken or written, in a business context
§ Subject verb agreement – through worksheets and task based learning students will be familiarized to construct error free sentences
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Unit-2 |
Teaching Hours:6 |
technical vocabulary
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Learners will be acquainted with the basic of English language learning. They will be taught to identifying technical vocabulary from the general. Technical magazines prescribed by the institution that are subject specific can be used as teaching tools. § Introduction to technical lexicon – help students identify jargon and technical terminologies. Assist them comprehend the significance of implementation with moderation through their subject literature. § Internet lexis and contextualisation – provide meanings accurately to ensure right exercise of terms in a professional scenario through hands-on experience § Circumstantial usage of diction – aid the comprehension of word usage as verbs and nouns based on the requirement. Differentiating the meanings of synonyms and their orientation in a text § Integrating technical vocabulary in describing process and procedure – through prescribed texts students can be made to enhance their language by right integration of diction. § Mind mapping of textual diction and allied words – diagrammatically mapping of words based on their meaning, context and usage will re-emphasise the words in the minds of the learners | |
Unit-3 |
Teaching Hours:8 |
rereading texts
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Having gained familiarity with technical and subject specific vocabulary, students will be introduced to the types of reading. The basic receptive skill will help students help students prioritise and eliminate content. § Reading strategies – acquaint the learners with the functions and benefits of reading strategy in the academic and professional set-up § Reading: skimming, scanning – introduce learners to the types of reading. The integral aspects of each method will be familiarized to the students. They can be given practice sessions through subject material provided § Intensive and extensive reading – benefits and features of the two types of reading can be elaborated. To emphasise on the learner the difference, practice sessions with subject material can be carried out § Summarising – consolidation of key ideas can be carried out in the spoken and written format. Technical literature can be provided for the purpose | |
Unit-4 |
Teaching Hours:5 |
non - verbal communication
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The ancillaries of speaking skill is in focus here. Prior to delving into the productive skill, the nitty gritty that enhance its effectiveness is made familiar to the learner. Classroom activities and vicarious learning through case studies and video clippings can be screened. § Competence in non-verbal communication- create an awareness of the role of non-verbal communication in a professional set-up § Functions of non-verbal communication – the various utilities of nonverbal communication can be elaborated to students with case studies § Benefits of non-verbal communication – elucidate the advantages of non-verbal communication with reference to cultural distinctions § Proxemics, Chronemics, Kinesics, Haptics, Gestures, Paralanguage - vicarious learning of these aspects of non-verbal communication can be carried out through video clippings of suitable material and print media | |
Unit-5 |
Teaching Hours:4 |
communication strategies
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The productive skills are finessed through identification and refining of the elements mentioned in this unit. They contribute to holistic presentation. Task based activities must be used to practise. Business Communication texts and worksheets will provide ample support. Nuances of Communication – communication in the work place requires knowing the dos and don’ts of professional communication. An introduction to listening, speaking, reading and writing with reference to professional communication can be provided. § Opening techniques § Speech markers § Fillers § Turn taking § Backchannelling § Dealing with interruptions every element mentioned can be elaborated. Ample examples can be provided through audio visual media, it can be provided to them through demonstrations and verbal reinforcement language checklists can be provided to aid students understand implementation of the elements. A follow up through mock sessions must be carried out in groups | |
Unit-6 |
Teaching Hours:6 |
writing skill
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Having dealt with speaking skill in the previous unit, the other productive skill; writing is taken into consideration here. The various forms of sriting in an official context will be taught in form and content. § Report writing – a corporate requirement is the ability to report on meetings and conferences. The format and requirements of a report writing can be taught to the students through samples and later they can be made to draft reports of their own and peer evaluated § Note taking – corporate atmosphere calls for not taking at every step. Students need to be taught the framework of note taking. They can be given samples as reference. Later they can be made to listen to technical audio clips and provide the note taking carried out at an individual level. § Minutes – corporate life calls for being in attendance of numerous meetings. Taking down the minutes is a skill that is assumed to be possessed by one. The essentials of maintaining the minutes must be made conversant through illustrations. This can be emphasised by classroom activities of the same
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Unit-7 |
Teaching Hours:8 |
professional communication
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Lastly students will be introduced to typical work scenarios through hands-on sessions. § Small talk – the purpose and role of small talk must be taught to the students. They can be screened video clippings of the same. Mock sessions can be performed in the class. The key phrases and language used can be imparted through provision of language worksheets and skills checklists § Meeting- types of meetings, hierarchy of most often featuring members, etiquette to be held at meeting and the duties to be performed can be taught implicitly. Chairing, setting the agenda, controlling the smooth functioning, participating, deliberating and diplomacy must be made clear. The key phrases and language used can be taught through language worksheets and skills checklists § Group discussion – group discussions are carried out at every level. Students must be familiarized with the basics of a group discussions. Agreeing, disagreeing, and being diplomatic are essentials to be imparted. The soft skills and language essentials most commonly noted can be made comprehensible to the students. Vicarious learning and language charts can be used as learning tools. | |
Text Books And Reference Books: [1] Driscoll, Liz. Common Mistakes at Intermediate and How to Avoid Them. CUP, 2008. [2] Carter, Ronald and Michael McCarthy. Cambridge Grammar of English. CUP, 2006. [3] Leech, Geoffrey, Jan Svartvik. A Communicative Grammar of English. Third Edition. New Delhi: Pearson Education, 2009. | |
Essential Reading / Recommended Reading Booher, Dianna. E- Writing: 21st Century Tools for Effective Communication. Macmillan, 2008. Knapp .M. Essentials of Non-Verbal Communication Theory Rea. FL: Harcourt, 1995. | |
Evaluation Pattern CIA I - 20 MID SEMESTER EXAM - 50 CIA II -20 | |
BCA131 - FOUNDATIONAL MATHEMATICS (2021 Batch) | |
Total Teaching Hours for Semester:45 |
No of Lecture Hours/Week:3 |
Max Marks:100 |
Credits:3 |
Course Objectives/Course Description |
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Course Description: This course aims at introducing the students into the world of Discrete Mathematics. It includes the topic like Mathematical Logic, Method of proofs, Mathematical induction, Permutations and combinations and Binomial coefficients. Also, this course emphasizes general techniques of problem solving and explores the creation of mathematical patterns.
Course Objective: This course will help the learner to COBJ1. understand and use the notions of Mathematical Logic. COBJ2. give proofs for Mathematical problems by using different methods of proofs COBJ3. prove the mathematical problems/statements by using Mathematical Induction COBJ4. use the permutations,combinations,binomial coefficients for solving problems appropriate problems |
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Course Outcome |
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CO1: Formulate and interpret statements presented and determine their validity by applying the rules and methods of propositional logic. CO2: Reformulate statements from common language to formal logic using the rules of propositional and predicate calculus, and assess the validity of arguments. CO3: Apply the logical structure of proofs and work symbolically with connectives and quantifiers to produce logically valid, correct and clear arguments. CO4: Construct elementary proofs using ordinary and strong induction in the context of studying the properties of recursion. CO5: Apply basic counting principles including the pigeonhole principle and rules for counting permutations and combinations. |
Unit-1 |
Teaching Hours:15 |
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Logic
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Propositional Logic, Applications of Propositional Logic, Propositional Equivalences, Predicates and Quantifiers. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Unit-2 |
Teaching Hours:15 |
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Methods of Proof
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Nested Quantifiers, Rules of Inference, Introduction to Proofs, Proof Methods and Strategy. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Unit-3 |
Teaching Hours:15 |
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Counting
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Mathematical Induction (Pg.311-333), The Basics of Counting, The PigeonholePrinciple, Permutations and Combinations, Binomial Coefficients and Identities | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Text Books And Reference Books: K. H. Rosen, Discrete Mathematics and its Applications, 7th ed., McGraw – Hill, 2012. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Essential Reading / Recommended Reading
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Evaluation Pattern Examination and Assessments:
ESE - Question Paper Pattern
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BCA132 - STATISTICS-I FOR BCA (2021 Batch) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Total Teaching Hours for Semester:45 |
No of Lecture Hours/Week:3 |
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Max Marks:100 |
Credits:3 |
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Course Objectives/Course Description |
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To acquaint students with various statistical methods. |
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Course Outcome |
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CO1: To acquaint students with various statistical methods
CO2: To Cultivate statistical thinking among methods CO3: To prepare students for future courses having quantitative components. |
Unit-1 |
Teaching Hours:10 |
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Introduction
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Importance of Statistics, Primary and secondary data, data collection methods. Presentation of numerical and categorical data. | ||
Unit-2 |
Teaching Hours:12 |
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Concepts of central tendency and dispersion
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Mean, median, mode and partition values-quartiles for grouped and ungrouped data. Range, quartile deviation, standard deviation and coefficient of variation for grouped data | ||
Unit-3 |
Teaching Hours:12 |
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Probability
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Random Experiment- Sample space and events. Probability. rules. Conditional probability and Bayes theorm. | ||
Unit-4 |
Teaching Hours:6 |
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Random variable
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Definition, types of random variables, probability functions, expectations and variance | ||
Unit-5 |
Teaching Hours:5 |
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Index Number
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Laspeyres’, Paasches’, Fishers price and quantity index numbers. Time reversal and factor reversal tests. | ||
Text Books And Reference Books:
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Essential Reading / Recommended Reading
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Evaluation Pattern CIA: 50% ESE: 50% | ||
BCA133 - DIGITAL COMPUTER FUNDAMENTALS (2021 Batch) | ||
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
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Max Marks:100 |
Credits:4 |
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Course Objectives/Course Description |
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This is an introductory course that provides the required knowledge about the digital fundamentals of computers. The course covers a few topics like number systems, logic gates, and flips flops. The course starts with an introduction to number systems and its applications in computers. The discussion about the working of devices like encoders and decoders, multiplexers, and demultiplexers are dealt with. |
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Course Outcome |
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CO1: Ability to use math and Boolean algebra in performing computations in various number systems CO2: Simplification of Boolean algebraic expressions. CO3: Ability to design efficient combinational and sequential logic circuit CO4: implementations from a functional description of digital systems. |
Unit-1 |
Teaching Hours:12 |
Introduction to Number System and Codes
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Number systems: Decimal numbers, Binary numbers: Counting in binary, The weighted structure of binary numbers, Octal numbers, hexadecimal numbers, and their mutual conversions, Binary arithmetic: Addition, subtraction, multiplication, and division of binary numbers, 1‘s and 2‘s complement, signed numbers, arithmetic operations: addition, subtraction with signed numbers, 9‘s and 10‘s complement, BCD numbers, BCD addition, BCD subtraction, Gray code: Binary to Gray code conversion, Gray to Binary conversion, Weighted code: 8421 code and non-weighted codes: ASCII and EBCDIC. | |
Unit-2 |
Teaching Hours:8 |
Boolean Algebra
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Boolean operations and expressions, Laws and rules of boolean algebra, Demorgan‘s Theorem, Boolean expressions, Simplification of a Boolean expression. | |
Unit-3 |
Teaching Hours:10 |
Logic Gates
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AND gate, OR gate, NOT gate, NAND gate, NOR gate, X-OR gate, X-NOR gate, The universal property of NAND gate and NOR gate, Realization of basic gates. The boolean expression for logic circuits, Karnaugh map SOP with examples. Self learning: Universal property of NOR gates. | |
Unit-4 |
Teaching Hours:10 |
Combinational Logic
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Basic Adders: Half adder, Full adder, 4-bit Parallel adders, Subtractor: Half subtractor, Full subtractor Implementation using logic gates, Decoders: 4-bit decoder, BCD to decimal decoder, Encoder: Decimal to BCD encoder, Multiplexer: 4 to 1 multiplexer, Demultiplexer: 1 to 4 demultiplexer. | |
Unit-5 |
Teaching Hours:10 |
Flip-flops
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Latches: SR latch, Clocked flip-flops: SR flip-flop, D flip-flop, JK flip-flop, Positive edge-triggered flip flops, Timing diagrams, Master-slave JK flip-flop. | |
Unit-6 |
Teaching Hours:10 |
Registers and Counters
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Modes of operation of registers: SISO, SIPO, PISO, and PIPO, Asynchronous counters: Four-bit ripple counter, Decade counter, Synchronous counters: Four bit synchronous counter, Decade counter Self-Learning Introduction to RAM, SRAM, DRAM, ROM, PROM, EPROM, EEPROM | |
Text Books And Reference Books: Floyd, Thomas L: Digital Computer Fundamentals, 11th Edition, Pearson International, 2015. | |
Essential Reading / Recommended Reading Malvino, Paul Albert, Leach, Donald P,GautamSaha: Digital Principles And Applications, TMH ,8th Edition, 2015. Bartee, Thomas C: Digital Computer Fundamentals, 6 Edition,TMH, 2010. | |
Evaluation Pattern CIA - 50% ESE - 50% | |
BCA134 - INTRODUCTION TO PROGRAMMING USING C (2021 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
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The course provides students with a comprehensive study of C programming language. The course lectures stress the strengths of C, which provides the outcome of writing efficient, maintainable and portable code. Course includes few lab exercises to make sure the student has not only gained the knowledge but can also apply and execute it. Objectives of the course are, · To study about algorithms, flowcharts and programs. · To solve problems through logical thinking. |
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Course Outcome |
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CO1: To clearly understand the logic of the problem. CO2: To analyze the given problem and write the algorithm, flowchart. CO3: To write structured C programs, this is the foundation of any programming language. |
Unit-1 |
Teaching Hours:8 |
Introduction to computers and programming
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Evolution of Computers, Generation of Computers, Classification of Computers.Characteristics of Computers. Advantages of Computers. Block Diagram of a Digital Computer. Types of Programming Languages.Structured Programming.Algorithms and Flowcharts with Examples.Programming Logic. | |
Unit-2 |
Teaching Hours:10 |
Introduction to C programming
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History of C- Character set - Structure of a C program - constants, variables and keywords. Expressions – Statements – Operators – Arithmetic, Unary, Relational and logical, Assignment, Conditional. Library functions. Data Input and output – Single character input, getchar, getch, getc – Single character output putchar, putc, Formatted I/O scanf, printf, gets, puts. | |
Unit-3 |
Teaching Hours:11 |
Control structures and arrays
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Branching: condition: if, if..else, switch. Looping: while, do..while, for, nested control structures, break, continue statement, goto statement. Arrays: definition, processing, types - One and Two dimensional arrays. String, string operations, arrays of strings. | |
Unit-4 |
Teaching Hours:11 |
Functions and Pointers
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Functions: Definition, Accessing and prototyping, types of functions, passing arguments to functions, recursion, passing arrays to functions. Pointers: Definition, notation, applications, call by reference. | |
Unit-5 |
Teaching Hours:11 |
Structures, Unions and Files
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Structures: Definition, Processing, user defined data type typedef - Unions – definition, declaration and accessing union elements. Enumerated Data type.Files: File opening in different modes, closing, reading and writing. fopen, fclose, fprintf, fscanf, getw, putw. | |
Unit-6 |
Teaching Hours:9 |
Low level programming and C preprocessor
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Storage Structures: extern, register, static, auto. Bitwise Operations: AND, OR, exclusive OR, complement, right shift and left shift operators. Preprocessor: Types of C preprocessor directives. Macros- comparison with functions. File Inclusion. Command line Arguments. | |
Text Books And Reference Books: [1] Byron Gottfried, JitenderChhabra ,Programming with C, 3rd Edition. Tata McGraw-Hill, 2010 | |
Essential Reading / Recommended Reading
[1] Balagurusamy E., Programming in ANSI C, 6thEdition,TataMcGraw-Hill,2012. [2] Deitel H M and Deitel P J, C- How to Program, 5thEdition, Prentice-Hall, 2006. [3] SmarajitGhosh, All of ‘C’,2ndEdition,2009. [4] M. T. Somashekara, Problem Solving with C, PHI,2009 | |
Evaluation Pattern CIA - 50% ESE - 50% | |
BCA151 - DIGITAL COMPUTER FUNDAMENTALS LAB (2021 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:2 |
Course Objectives/Course Description |
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This course offers an experimental view of hardware components, digital circuits and logic gates of a computer. Objective of the course is to understand the working principle and logic design of digital circuits. |
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Course Outcome |
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CO1: Students will demonstrate an ability to identify the basic components to build digital circuits. CO2: Students will be able to design efficient Combinational and Sequential logic circuits. |
Unit-1 |
Teaching Hours:60 |
List of programs
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1. Demonstration of the components of (i) Kindle (ii) iPad (iii) Smart Phone (iv) Laptops 2. Demonstration of the installation and discussion of the features of different Operating Systems. Eg: Mac, Unix, Ubuntu, Windows etc. 3. Verification of the truth tables of AND, OR & NOT gates. 4. Verification of the truth tables of NAND & NOR gates. 5. Verification of the truth table of XOR using NAND gates. 6. Verification of the truth table of Half Adder circuits using NAND gates. 7. Verification of the truth table of Full Adder circuits using NAND gates. 8. Verification of the truth table of D flip flop. 9. Verification of the truth table of JK flip flop. 10. Verification of the truth table of RS flip flop. 11. Binary To Gray Code and Gray Code to Binary Converter 12. Verification of the Function table of Binary Ripple Counter using JK FF. 13. Verification of the Function table of Decade Counter. 14. Verification of the Function table of Serial In Serial Out Shift Register using D FF. | |
Text Books And Reference Books: Floyd, Thomas L: Digital Computer Fundamentals, 11th Edition, Pearson International, 2015. | |
Essential Reading / Recommended Reading Malvino, Paul Albert, Leach, Donald P,GautamSaha: Digital Principles And Applications, TMH ,8th Edition, 2015. Bartee, Thomas C: Digital Computer Fundamentals, 6 Edition,TMH, 2010. | |
Evaluation Pattern CIA - 50% ESE - 50% | |
BCA152 - C PROGRAMMING LAB (2021 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:2 |
Course Objectives/Course Description |
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To learn problem solving through procedural language programming technique and Understand fundamentals of programming such as variables, conditional and iterative execution, methods, etc. |
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Course Outcome |
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CO1: Read, understand and trace the execution of programs written in C language. CO2: Write the C code for a given algorithm CO3: Implement Programs with pointers and arrays, perform pointer arithmetic, and use the pre-processor. |
Unit-1 |
Teaching Hours:60 |
List of Programs
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a. Write a program to print the size of all the data types with its modifiers supported by C and its range.
a. Write a program to check whether the given number is a Prime number or not. b. Write a program to accept three numbers and find the largest and second largest among them.
3. To demonstrate the concept of while, do-while, for loops, break and continue a. Write a program to print all prime numbers between any 2 given limits. b. Write a program to print all the Armstrong numbers between any 2 given limits.
4. To demonstrate the concept of arrays and strings a. Write a program to check whether a string is a Palindrome. b. Write a program to check whether a given matrix is an Identity matrix or not. c. Write a program to perform matrix multiplication.
5. To demonstrate the concept of switch-case a. Write a program to count the different vowels in a line of text. b. Write a program to accept two numbers and perform various arithmetic operations (+, -, *, /) based on the symbol entered.
6. To demonstrate the usage of functions and recursion a. Write a program to find the roots of a quadratic equation b. Write a recursive program to find the factorial of a number.
7. To demonstrate the concept of structures and unions a. Create an employee structure and display the same. b. Create a student database storing the roll no, name, class etc. Implement modify and search operations.
8. To demonstrate the concept of a. Write a function to swap two numbers using pointers b. Write a program to access an array of integers using pointers
9. To demonstrate the concept of File a. Create a file and store some records in it. Display the contents of the same. Implement search, modify, and delete operations.
10. To demonstrate the concept of Bitwise operators and preprocessors a. Perform the different bitwise operations (menu driven program) .The i/p and the o/p should be displayed in Binary form. b. Write a program to include your own header file.
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Text Books And Reference Books:
Text Books and Reference Books [1] Byron Gottfried, JitenderChhabra ,Programming with C, 3rd Edition. Tata McGraw-Hill, 2010 | |
Essential Reading / Recommended Reading
[1] Balagurusamy E., Programming in ANSI C, 6thEdition,Tata McGraw-Hill,2012. [2] Deitel H M and Deitel P J, C - How to Program, 5thEdition, Prentice-Hall, 2006. [3] SmarajitGhosh, All of ‘C’,2ndEdition, 2009. [4] M. T. Somashekara, Problem Solving with C, PHI, 2009
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Evaluation Pattern CIA weightage 50% ESE weightage 50% | |
BCA212 - STATISTICS TOOL LAB (2021 Batch) | |
Total Teaching Hours for Semester:30 |
No of Lecture Hours/Week:2 |
Max Marks:50 |
Credits:1 |
Course Objectives/Course Description |
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This course is designed to help the students to explore and provide statistical knowledge with pragmatic tools for statistical analysis. The main objective of the course is to provide Hands-on Experience on any Statistical Tool. |
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Course Outcome |
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CO1: Acquire the basics to understand descriptive statistics by practical application. CO2: Demonstrate their knowledge on the basics of inferential statistics by making valid generalizations from sample data. |
Unit-1 |
Teaching Hours:30 |
List of programs
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1. Calculate mean, median, mode and display results in proper format. 2. Calculate the product and sum of two vectors. 3. Calculate Range, quartile deviation, standard deviation and coefficient of variation for grouped data. 4. Partition values-quartiles for grouped and ungrouped data and display formatted results. 5. Data Base Creation (including vector, matrix, data frames). 6. Graphical representation (Bar, Pie, Line, Histogram, Scatter). 7. Cross tabulation and Descriptive Statistics. 8. Implement Correlation. 9. Perform simple Regression and show results in chart. 10. Testing of hypothesis for single mean. 11. Testing of hypothesis for comparison of means. 12. Chi-square test for independence of attributes. | |
Text Books And Reference Books: - | |
Essential Reading / Recommended Reading - | |
Evaluation Pattern CIA - 100% | |
BCA221 - COMMUNICATIVE ENGLISH (2021 Batch) | |
Total Teaching Hours for Semester:45 |
No of Lecture Hours/Week:3 |
Max Marks:100 |
Credits:2 |
Course Objectives/Course Description |
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communicative english BCA 221 Course Description: This course focuses on making students understand the vitality of English as a tool in implementing and; interpreting technical and professional communication. The course aims at detecting and nurturing research skills through English for professional development. A holistic approach to recognize the fundamental role of language in technical communication is undertaken. Course Objective: § Nurture an enquiring spirit through English language in Technical communication § Enhance English implementation in English learning for professional purposes § Encourage students towards autonomous learning through enhanced English comprehension that go beyond the classroom |
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Course Outcome |
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CO1: Students will demonstrate better comprehension and interpretation of technical literature CO2: Rudimentary research aptitude through language up-gradation will be initiated CO3: Learn the nuances of professional communication through English language |
Unit-1 |
Teaching Hours:5 |
PRONUNCIATION
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The most regularly used words in their field of knowledge, the most often committed mistakes and their right pronunciation will be given to the students. Applications available in this context can be made familiar to learners. § Phonetics – students can me taught phonetics through phonetic apps that enable the student to relate the symbol with the sound. They can be taught to read and transcribe words to ensure ample understanding § Commonly mispronounced words – technical vocabulary can be focused here. Audio sessions can be implemented to enable auditory retention § Common errors in grammar – cooperative language learning will help students familiarize common errors and rectifications | |
Unit-2 |
Teaching Hours:10 |
TECHNICAL LITERATURE
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Students need to learn to read and study literature of their subject. Any form of literature in context to the subject can be taken and students can be involved in these chapters mentioned below § Comprehensive questioning of procedural writings & Comprehension answering of procedural queries – through subject based literature students can be taught cognition and responding to the prescribed material through writing and speaking § Issuing of instructions – instructions being an integral part of their area of expertise, students need to be made familiar with the sequencing and of ideas and brevity of language. This can be carried out through written and spoken format. § Procedural instructions – a set of operating procedures for a piece of technical equipment can be carried out in through first through oral presentations and writing exercises § Discussion of processes, errors or glitches – going beyond the usual, students must be acquainted with dealing the nitty-gritty of technical literature. They must be taught to spell out glitches or errors to enable smooth functioning | |
Unit-3 |
Teaching Hours:8 |
RESEARCH ORIENTATION
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An integral part of in-depth learning involves research. In this unit research will be introduced to the students. The nuances of exploratory study and their approaches will be made familiar to the students § Structure of the essay – students need to be familiarized on the format and elements that contribute to a holistic essay. Deconstruction of essays can be carried out through cooperative learning and deliberated. § Topic sentence recognition – Technical English calls for detection of topic sentence recognition of any technical literature. Students can be taught on detecting keywords and significant concepts that will aid in the process § Thesis statement identification – research publications are an integral part of technical writing. Students can be provided research articles and familiarized on the format and texture of a thesis statement § Interpretation of data – quantitative study is entirely dependent on data analysis and interpretation. The language to be used in the process can be fine-tuned for the students through case studies of the same § Comprehension, organization of ideas and execution of writing project proposal – once learners have been taught the elements of a research paper, they can be encouraged to work in groups and draft their own research paper integrating all the major elements. | |
Unit-4 |
Teaching Hours:6 |
ANALYTICAL STUDY
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An extension of rudimentary research is present in this chapter. Students will be encouraged to analyse texts, interpret and rewrite them. § Rhetoric analysis; a comparative analysis of two texts – in context to the literature prescribed, students must be enabled to make a detailed study of the texts and chart out differences and similarities. § Critical analysis – students can be taught to scrutinise the text based on the context and produce a systematic response § Paraphrasing – in a professional atmosphere data needs to be interpreted and paraphrased. Tasks with data analysis can be used to help students comprehend the implementation of paraphrasing in the written | |
Unit-5 |
Teaching Hours:6 |
OFFICIAL CORRESPONDENCE
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Productive skill; writing is nurtured in this chapter. A few elements of the same was handled in the first semester. Here students will further finesse their writing skills § Official letter – the types and format of official letter can be imparted through examples. Students can be then asked to draft letters of their own. Etiquettes of letter writing, register, style and specific language phrases must be taught. H examples can be used to emphasise. § Internet correspondence – the soft skills for corresponding through email, carbon copying, blind carbon copying, salutations, register, style, format and diction must be made familiar to the students, § Resume writing – the organization of a resume along with the covering letter can be imparted to the learners through providing several samples. They can then be made to draft a resume with covering letter of their own. | |
Unit-6 |
Teaching Hours:10 |
SPEAKING SKILL
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The previous semester dealt with a few productive oral skills. Furthering their productive expertise, speaking skills are taken into consideration. Students will be encouraged to demonstrate their skills under guidance of the teacher. Interview – types of interviews can be elaborated to the learners. The essential language and skills required must be emphasised verbally and through case studies. Students can be encouraged to demonstrate the acquired knowledge through simulated sessions § Presentations – the critical features and language checklists must be emphasised. Introducing the topic, linking, sequencing and dealing with questions must be mad familiar. The soft skills and paralinguistic aspects can be taught through examples. Group demonstrations must be mandatory § Conference – the soft skills and language finesse required must be made clear to the students. Checklists can be provided as learning aids. Chairing sessions, targeting issues, key language, and steering the meeting is required to be acquainted. Audio visual examples can be screened and re-emphasis through practice sessions can be carried out. | |
Text Books And Reference Books: Day, R A. Scientific English: A Guide for Scientists and Other Professionals. 2nd ed. Hyderabad: Universities Press, 2000. . [2] Meenakshi Raman and Sangeetha Sharama . 2009. Technical Communication-Principles and Practice; - Oxford University Press, [3] Jay. Effective Presentation. New Delhi: Pearson, 2009. | |
Essential Reading / Recommended Reading English for Effective Communication. Oxford University Press, 2013. Lynch, Tony. Study Listening. New Delhi. CUP, 2008. | |
Evaluation Pattern CIA I - 20 MID SEMESTER EXAMINATION - 50 CIA II - 20 | |
BCA231 - BASIC DISCRETE MATHEMATICS (2021 Batch) | |
Total Teaching Hours for Semester:45 |
No of Lecture Hours/Week:3 |
Max Marks:100 |
Credits:3 |
Course Objectives/Course Description |
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Course Description: This course aims at introducing the students into the world of Discrete Mathematics. It includes the topic like Set Theory, Functions and Relations. They gain a historical perspective of the development of modern discrete mathematics and application of the same in the field of Computer Science.
Course Objectives: This course will help the learner to COBJ1. be proficient in the topics set theory, functions and relations. COBJ2. enhance the problems solving skills in set theory, functions, relations, sequences, series and matrices |
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Course Outcome |
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On successful completion of this course, students will be able to CO1. Demonstrate a working knowledge of set notation and elementary set theory, recognize the connection between set operations and logic |
Unit-1 |
Teaching Hours:15 |
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Set Theory and Theory of Functions
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Sets, Set Operations, Functions | |||||||||||||||||||||||||||||
Unit-2 |
Teaching Hours:15 |
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Applications of Functions and Theory of Matrices
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Sequences and Summations, Cardinality of Sets, Matrices | |||||||||||||||||||||||||||||
Unit-3 |
Teaching Hours:15 |
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Relations
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Relations and Their Properties, Equivalence Relations, Partial Orderings | |||||||||||||||||||||||||||||
Text Books And Reference Books: K. H. Rosen, Discrete Mathematics and its Applications, 7th ed., McGraw – Hill, 2012. | |||||||||||||||||||||||||||||
Essential Reading / Recommended Reading
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Evaluation Pattern EXAMINATION AND ASSESSMENTS
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BCA232 - STATISTICS II FOR BCA (2021 Batch) | |||||||||||||||||||||||||||||
Total Teaching Hours for Semester:45 |
No of Lecture Hours/Week:3 |
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Max Marks:100 |
Credits:3 |
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Course Objectives/Course Description |
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The course statistics-II describes the concept of correlation and regression, probability distribution and testing hypothesis. Objectives of the course are
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Course Outcome |
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C01: Understand and analyze bivariate data with respect to their association. C02: Apply different models to the univariate and bivariate data set pertaining to real life problems. C03: Apply various tests of hypothesis understand their interpretation. |
Unit-1 |
Teaching Hours:10 |
Correlation and Regression
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Scatter diagram, Karl Pearson’s and Spearman’s correlation coefficient and their properties. Regression and properties of regression coefficient. | |
Unit-2 |
Teaching Hours:10 |
Probability Distributions
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Discrete and continuous random variables. Probability mass and density functions. Expectation. Binomial, Poisson and normal distributions | |
Unit-3 |
Teaching Hours:10 |
Sampling distribution and confidence interval
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Sampling distribution and estimation. Parameter and statistic. Chi-square, t and F distributions (definitions only) Confidence intervals for Single mean and difference between two means for known and unknown variances of normal distribution. Confidence interval for Single population proportion and difference of two population proportions. | |
Unit-4 |
Teaching Hours:15 |
Testing of Hypothesis
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Types of hypothesis. Level of significance. Types of errors. Test for single mean and difference of means. Paired t test. Tests for proportions. Chi square test for independence of attributes. | |
Text Books And Reference Books:
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Essential Reading / Recommended Reading
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Evaluation Pattern CIA 50% ESE 50% | |
BCA233 - OPERATING SYSTEMS (2021 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
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Course Objectives This course is an introduction to the concepts behind modern computer operating systems. Topics will include what an operating system does (and doesn't) do, system calls and interfaces, processes, resource scheduling and management (of the CPU, memory, etc.), virtual memory. Objectives of the course are To acquire the fundamental knowledge of the operating system architecture and its components To know the various operations performed by the operating system.
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Course Outcome |
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CO1: Upon completion of the course students will be able to: CO2: Understand the basic working process of an operating system. CO3: Understand the importance of process and scheduling. CO3: Understand the issues in synchronization and memory management. |
Unit-1 |
Teaching Hours:8 |
Introduction and System Structures
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Operating System Fundamentals; Computer System organization and architecture; Operating System structure and operations; Basics of process, memory and storage management and protection and security; Operating System services; User interface; System calls; System programs; Operating System structure; System boot. | |
Unit-2 |
Teaching Hours:12 |
Process Management
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Process concept; Process scheduling; Operations on processes; Inter Process Communication; Overview of Threads; Multi-threading models; Threading issues
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Unit-3 |
Teaching Hours:12 |
Process Synchronization
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Need of synchronization; Critical section problems; Peterson‘s solution; Synchronization hardware; Mutex Locks; Semaphores, Classical problems of synchronization, Synchronization examples, Thread synchronization using mutex and semaphore. | |
Unit-4 |
Teaching Hours:6 |
CPU Scheduling
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CPU Scheduling concepts; Scheduling criteria; Scheduling algorithms; Overview of thread scheduling; Multi-processor scheduling | |
Unit-5 |
Teaching Hours:12 |
Memory Management
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Overview; Swapping; Memory allocation; Segmentation; Paging, Structure of the page table
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Unit-6 |
Teaching Hours:10 |
Self Learning
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File system structure, Directory structure | |
Unit-6 |
Teaching Hours:10 |
Virtual Memory
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Overview; Demand paging; Copy on Write; Page replacement; Allocation of Frames; Thrashing | |
Text Books And Reference Books: Text Books and Reference Books:[1] A. Silberschatz, P.B. Galvin and G. Gagne, Operating System Concepts.9th Edition, New Delhi: Wiley India, 2011. | |
Essential Reading / Recommended Reading Essential Reading/Recommended Reading[1] Stalling William, Operating Systems: Internals and Design Principles. 7th Edition, Prentice Hall,2011. [2] Dietel et al, Operating System.3rd Edition. Pearson Education,2004. [3] A.S. Tanenbaum, Modern Operating Systems.3rd Ed, Prentice Hall,2007. | |
Evaluation Pattern CIA : 50 ESE : 50 | |
BCA234 - DATA STRUCTURES (2021 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
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Data Structure is considered as one of the fundamental paper towards a more comprehensive understanding of programming and application development. The student is expected to work towards a sound theoretical understanding of Data Structures and also compliment the same with hands-on implementing experience. Objectives of the course are - Tobeabletopracticallyimplementthedatastructureslikestack, queue, array, etc. - To understand and implement different searching and sorting techniques.
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Course Outcome |
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CO1: Understand the need for Data Structures when building applications. CO2: Able to walk through insert and delete for different data structures. CO3: Ability to calculate and measure the efficiency of the code. CO4: Improve programming skills. |
Unit-1 |
Teaching Hours:10 |
Arrays
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Introduction to data structures- Arrays and Structures: Abstract Data Type, Array in C, Dynamically Allocated Arrays, Structures, Unions, Internal Implementation of Structures, Self-Referential Structures, Polynomial Representation, Polynomial Additions.-sparse matrix
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Unit-2 |
Teaching Hours:10 |
Searching and String
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Linear Search, Iterative Binary Search, Recursions, Recursive Binary Search, String Abstract Data Type, String in C, Pattern Matching.
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Unit-3 |
Teaching Hours:9 |
Stacks and Queues
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Stacks- stacks using dynamic arrays- queues – circular queue using dynamic arrays- Evaluation of Expressions, Evaluating Postfix Expressions, Infix toPostfix | |
Unit-4 |
Teaching Hours:9 |
Linked Lists
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Pointers, Using Dynamically Allocated Storage, Singly Linked Lists, Dynamically Linked Stacks and Queues, Polynomials, Representing Polynomials as Singly Linked Lists, Adding Polynomials, Erasing Polynomials, Polynomials as Circularly Linked Lists, Doubly Linked Lists.
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Unit-5 |
Teaching Hours:10 |
Trees
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Introduction, Terminology, Representation of Trees, Binary Trees, Abstract Data Type, Properties of BinaryTrees,BinaryTreeRepresentations,BinaryTreeTraversalsBinarySearchTrees:Introduction, SearchingaBinarySearchTree, InsertinganElement,DeletinganElement,HeightofBinarySearch Tree | |
Unit-6 |
Teaching Hours:12 |
Sorting techniques and Graphs
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Introduction, Bubble Sort, Insertion Sort, Selection Sort, Quick Sort, Merge Sort. Graphs— Introduction-Definition-representation-Depth first search-Breadth first search
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Text Books And Reference Books: [1] Horowitz Sahni Anderson-Freed, Fundamental of Data Structures in C, Universities Press, Reprint 2009. | |
Essential Reading / Recommended Reading [1] Yashwant Kanetkar, Data Structures Through C, 9th Edition, BPB Publication 2010. [2] Tremblay J.P and Sorenson P.G: An Introduction to Data Structures with Applications,2nd Edition, 2002, TMH.
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Evaluation Pattern CIA --50% ESE---50% | |
BCA251 - OPERATING SYSTEMS LAB (2021 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:2 |
Course Objectives/Course Description |
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Course Objectives This lab introduces basic commands in LINUX and helps students in familiarizing the concepts of operating system through various commands related to operating system activities. |
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Course Outcome |
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CO1: To make students able to implement various LINUX commands. CO2: Students will also be able to implement different process related commands |
Unit-1 |
Teaching Hours:60 |
List of programs
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1. To study the execution of various file/directory handling commands. 2. To study the various commands operated in vi editor in LINUX. 3. To study the various File Access Permission and different types of users in LINUX 4. To study about process related commands. 5. To study about the commands related to memory allocation of variables for a process. 6. To study about commands for viewing system calls. 7. To study about commands used for debugging. 8. Write a program to demonstrate basic operations of a process. 9. Write a program to create a Zombie process and an orphan. 10. Write a program to demonstrate a one-way pipe between two processes. 11. Write a program to illustrate a two way pipe between two processes. 12. Write a program to demonstrate a one-way communication between two processes using FIFO 13. Write a program to demonstrate a two-way communication between two processes using FIFO 14. Demonstrate process synchronization using semaphore. 15. Demonstrate the basic operations of thread. 16. Demonstrate thread synchronization using mutex. 17. Demonstrate thread synchronization using semaphore.
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Text Books And Reference Books: Text Books and Reference Books:[1] A. Silberschatz, P.B. Galvin and G. Gagne, Operating System Concepts.9th Edition, New Delhi: Wiley India, 2011. | |
Essential Reading / Recommended Reading Essential Reading/Recommended Reading[1] Stalling William, Operating Systems: Internals and Design Principles. 7th Edition, Prentice Hall, 2011. [2] Dietel et al, Operating System.3rd Edition. Pearson Education, 2004. [3] A.S. Tanenbaum, Modern Operating Systems.3rd Ed, Prentice Hall, 2007.
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Evaluation Pattern CIA : 50 ESE : 50 | |
BCA252 - DATA STRUCTURES LAB (2021 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:02 |
Course Objectives/Course Description |
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The course is designed to provide a practical exposure on data structure and its applications. |
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Course Outcome |
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CO1: Students acquire the knowledge to build the logic and develop a solution for a problem statement. |
Unit-1 |
Teaching Hours:60 |
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List of programs
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Text Books And Reference Books: [1] Horowitz Sahni Anderson-Freed, Fundamental of Data Structures in C, Universities Press, Reprint2009. | ||||||||||||||||||||||||||||||||
Essential Reading / Recommended Reading
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Evaluation Pattern
- CIA is the regular assessment of programs from the list having four sections (A-D). Each program carries 25 marks and the average in each section is considered for final CIA. - Evaluation Rubrics for each program in CIA is asfollows: Attendance andon-timecompletion [5Marks] Draft(observation) & Final Program(upload) [5Marks] Complexity (Concepts&Operations) [5Marks] FormattingandValidation [5Marks] Viva-voce [5Marks] - If a student fails to appear for any of the Test, there will be only one repeat test conducted in the last week of the semester. To appear for the repeat test, the student has to apply for the same in the format given by the class teacher and by paying the required fee, one week before the scheduled date. Appearance in the re-test is subject to the approval by the Course teacher, Programme Coordinator and Head of theDepartment. | ||||||||||||||||||||||||||||||||
BCA312 - ACCOUNTING TOOLS LAB (2020 Batch) | ||||||||||||||||||||||||||||||||
Total Teaching Hours for Semester:30 |
No of Lecture Hours/Week:2 |
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Max Marks:50 |
Credits:1 |
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Course Objectives/Course Description |
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The main objective of this tools lab is to practically implement the concepts in accounting.
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Course Outcome |
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CO1: Understanding the practical concepts of accounting. CO2: Analyzing different financial statements and applying suitable solutions to generate a correct balance sheet. CO3: Design a solution to solve accounts-related problems. |
Unit-1 |
Teaching Hours:30 |
List of Programs
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1. Creation of inventory groups andledgers. 2. Consider an asset with an initial cost of Rs10000, a salvage value (residual value) of Rs1000 and a useful life of 10 periods (years).Solve the above using Straight Line Depreciation. 3. Vouchers, types and vouchers entry. 4. Creation of various accounting Ledgers. 5. Purchase order and sales order processing. 6. Generating trial balance, income statement and balancesheet. 7. Displaying Income statement and balance sheet under different options and time periods 8. Creation of pay rollrecords. 9. Recording of Pay roll information and salary statement.
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Text Books And Reference Books: Official guide to financial accounting using tally. BPB publications 2018. ISBN-13;978-9387284036. | |
Essential Reading / Recommended Reading Computerised Accounting using Tally.ERP 9 (English),Sahaj Enterprises,2015 | |
Evaluation Pattern CIA:50% ESE:50% | |
BCA331 - INTRODUCTION TO NUMBER THEORY AND ALGEBRA (2020 Batch) | |
Total Teaching Hours for Semester:45 |
No of Lecture Hours/Week:3 |
Max Marks:100 |
Credits:3 |
Course Objectives/Course Description |
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This course aims at familiarizing the students with the basic concepts, some important results and proofs in Number Theory and includes some fundamental theories required for learning cryptography. It also introduces the students to some of the fundamental concepts of Group Theory.
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Course Outcome |
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CO1: Define and interpret the concepts of divisibility, congruence, greatest common divisor, prime, and prime-factorization CO2: Solve congruences of various types, and make use of the theory of congruences in perceiving applications in cryptography CO3: Define and analyze groups, semigroups, subgroups, order of an element, cyclic groups, coset decomposition and prove theorems related to these concepts |
Unit-1 |
Teaching Hours:15 |
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Introduction to Number Theory
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Divisibility, Division Algorithm, Modular Arithmetic, Application of Congruences, Cryptology, Primes and Greatest Common Divisors | |||||||||||||
Unit-2 |
Teaching Hours:15 |
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Integers and Algorithms
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Representation of Integers, Algorithms, Modular Exponentiation, Euclidean Algorithm, Results on Congruences, Chinese Remainder Theorem, Fermat's Theorem, Applications of Number Theory, Public Key Cryptography | |||||||||||||
Unit-3 |
Teaching Hours:15 |
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Algebraic structures
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Structure of Algebras, Semigroups, Groups, Subgroups, Generators of a group, Cosets and Lagranges Theorem, Isomorphism, Automorphisms, Permutation groups, Odd and Even permutations | |||||||||||||
Text Books And Reference Books:
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Essential Reading / Recommended Reading
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Evaluation Pattern CIA: 50% ESE: 50% | |||||||||||||
BCA332 - FINANCIAL ACCOUNTING (2020 Batch) | |||||||||||||
Total Teaching Hours for Semester:45 |
No of Lecture Hours/Week:3 |
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Max Marks:100 |
Credits:3 |
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Course Objectives/Course Description |
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The objective of this paper is to provide some basic knowledge about accounting concepts, conventions, and procedure to record the business transactions. This is also to give them an overall idea about how accounting standards are followed in recording and maintaining books of accounts. It helps them in reading and analysing the financial position of the company. |
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Course Outcome |
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CO1: Students will be familiarised with the various accounting terminologies in dealing with financial statements in their careers. CO2: Students will be equipped to understand the fundamental principles and aspects of Accounting. CO3: Students will be able to prepare Annual Financial Statements and analyse the same to get a clear picture of the position of the business CO4: Students shall develop the interpretations for financial statements and suggest future strategies for the business. |
Unit-1 |
Teaching Hours:12 |
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Journal
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Meaning and Need, Steps in Journalizing, Problems on Journal Entry. | |||||||||||||||
Unit-1 |
Teaching Hours:12 |
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Subsidiary Books
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Meaning, Classification and Advantages. | |||||||||||||||
Unit-1 |
Teaching Hours:12 |
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Introduction
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Accounting Meaning, Need for accounting, Users of Accounting Information, Meaning of Bookkeeping, Accounting principles, Accounting cycle, Phases of Accounting, Accounting Equation | |||||||||||||||
Unit-1 |
Teaching Hours:12 |
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Double Entry
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Meaning, Nature and Principles of Double Entry. | |||||||||||||||
Unit-2 |
Teaching Hours:6 |
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Ledger
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Meaning, Difference between Journal and Ledger, Steps in posting. Problems on Ledger | |||||||||||||||
Unit-2 |
Teaching Hours:6 |
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Trial Balance
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Meaning and objectives of preparing Trial Balance.Comprehensive problems on Journal, Ledger and Trial Balance. | |||||||||||||||
Unit-3 |
Teaching Hours:8 |
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Cash Book
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Meaning, objectives and classifications of cash book. Difference between cash dicount and trade discount. Problems on Three column cash book | |||||||||||||||
Unit-4 |
Teaching Hours:14 |
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Final Accounts
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Meaning, Need for preparation of Final Account, Components of Final accounts. Problems with adjustments | |||||||||||||||
Unit-5 |
Teaching Hours:5 |
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Depreciation
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Meaning, Need for providing Depreciation. Problems on different methods of Depreciation (Straight Line Method and Written Down Value Method) | |||||||||||||||
Text Books And Reference Books: 1. Fundamentals of Accounting, Kalyani Publishers, S P Jain and K L Narang 2020
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Essential Reading / Recommended Reading 1. Fundamentals of Accounting, Universal Publications, B S Raman, 2020 2. Accounting for Managers, Himalaya Publishing House, R Venkata Raman and Srinivas, 2020 3. S.N. Maheshwari & S.K. Gupta “Introduction to Accounting” 2020 | |||||||||||||||
Evaluation Pattern
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BCA333 - OBJECT ORIENTED PROGRAMMING USING JAVA (2020 Batch) | |||||||||||||||
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
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Max Marks:100 |
Credits:4 |
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Course Objectives/Course Description |
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This course teaches students how to develop java applications. Course gives an overview of difference between C++ and Java. Students will be developing and testing java application as a practical course work. The course introduces the concept of UI design in java using SWING and JAVAFX. |
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Course Outcome |
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CO1: Understanding the basic concepts of object oriented programming. CO2: Apply the Object Oriented Programming concepts in solving real world applications CO3: Build Client/Server GUI applications using SWING and JAVAFX.
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Unit-1 |
Teaching Hours:10 |
JAVA BASICS
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Java Fundamentals Object oriented programming concepts – Benefits of OOPS-The origins of java - java’s lineage C and C++ - how java impacted the internet - java bytecode - a first simple program - the java keywords - identifiers in java - the java classlibraries.
Introducing data types and operatorsWhy data types are important - java’s primitive types - literals - a closer look at variables - the scope and lifetime of variables - operators - type conversion in assignments - casting incompatible types - operator precedence-expressions.
Programcontrolstatements Input characters from the keyboard - if statement - switch statement - for loop - the enhancedforloop-thewhileloop-thedo-whileloop–break–continue-nestedloops. | |
Unit-2 |
Teaching Hours:10 |
ARRAYS AND CLASSES
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Arrays One dimensional arrays - multidimensional arrays - irregular arrays - alternative array declaration syntax - assigning array references - using the length member- the for each style for loop – command linearguments. Class fundamentals - how objects are created - reference variables and assignment - methods returning a value - using parameters - constructors - parameterized constructors - the new operator revisited - garbage collection - the this keyword - controlling access to class members - method overloading -overloading constructors - understanding static - introducing nested and innerclasses.
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Unit-3 |
Teaching Hours:11 |
INHERITANCE,STRINGS AND EXCEPTION HANDLING
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Inheritance, Strings And Exception Handling Inheritance Inheritance basic - member access and inheritance - constructors and inheritance - using super to call superclass constructors - using super to access superclass members - creating a multilevel hierarchy - superclass references and subclass objects - method overriding - using abstract classes -using final - the objectclass.
Strings
Constructing strings - operating on strings - arrays of strings - strings are immutable - using a string to control a switch statement - different string handling functions.
Exceptionhandling
The exception hierarchy - exception handling fundamentals - the consequences of an uncaught exception - using multiple catch statements - catching subclass exceptions - try blocks can be nested - throwing an exception - using finally -using throws - java’s built in exceptions - creating exceptionsubclasses. | |
Unit-4 |
Teaching Hours:11 |
INTERFACES, USING I/O AND MULTI THREADING
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Interfaces, Using I/O And MultiThreading
Packages and Interfaces
Packages - packages and member access - understanding protected members -importing packages - Interfaces - implementing interfaces - using interface references - variables in interfaces - interfaces can be extended - default interface methods - use static methods in an interface.
UsingI/O
Java’s I/O is built upon streams - byte streams and character streams - the byte stream classes - the character stream classes - the predefined streams-using the byte streams - reading and writing files using byte streams - reading and writing binary data, using java’s character based streams - file I/O using characterstreams.
Multithreaded programming
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Unit-5 |
Teaching Hours:9 |
SWING
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Introducing swing - the origins and design philosophy of swing - components and containers - layout managers - swing event handling - use of JButton -work with JTextField - create a JCheckBox - work with JList.
SelfStudy
Advanced SWING components | |
Unit-6 |
Teaching Hours:9 |
INTRODUCING JAVAFX
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INTRODUCING JAVAFX
Javafx basic concepts - the javafx packages - the stage and scene classes -nodes and scene graphs - layouts - the application class and the life-cycle methods - launching a javafx application - a javafx application skeleton -compiling and running a javafx program - the application thread - a simple javafx control- label - using buttons and events - three more javafx controls-CheckBox – ListView – TextField-introducing effects and transforms. | |
Text Books And Reference Books: [1] Schildt Herbert, Java :The Complete Reference, Tata McGraw- Hill, 10th Edition,2017 [2] Dr.Rao,Nageswara ,Core Java,An Integrated Approach ,New Edition Kongent Solutions Inc, 2009. 2005.
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Essential Reading / Recommended Reading [1] Java ™ A Beginner’s Guide, Herbert Schildt, McGraw-Hill Education, 7th Edition, 2017 | |
Evaluation Pattern CIA - 50% ESE - 50% | |
BCA334 - DATABASE MANAGEMENT SYSTEM (2020 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
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This course concentrates on introduction, principles, design and implementation of DBMS. It introduces about the distributed system and brief about data mining and data warehouse. To provide strong foundation of database concepts and develop skills for the design and implementation of a database application with a brief exposure to advanced databaseconcepts. |
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Course Outcome |
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CO1: Understanding the core terms, concepts, and tools of relational database management systems CO2: Understanding database design and logic development for database programming |
Unit-1 |
Teaching Hours:10 |
DBMS Architecture
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Data Models – Categories of data models, Schemas, Instances, and Database states. DBMS Architecture and Data Independence – The Three schema architecture, Data independence - DBMS Languages and Interfaces. Classifications of Database Management Systems. | |
Unit-1 |
Teaching Hours:10 |
Introduction
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Data, Database, Database management system, Characteristics of the database approach, Role of Database administrators, Role of Database Designers, End Users, Advantages of Using a DBMS and When not to use aDBMS. | |
Unit-2 |
Teaching Hours:10 |
Data Modeling Using Entity-Relationship Model
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Using High Level Conceptual Data Models for Database Design, Example Database applications. Entity types, Entity Sets, Attributes and Keys. Relationships, Relationship types, Roles and Structural constraints. Weak Entity Types and Drawing E- R Diagrams. | |
Unit-2 |
Teaching Hours:10 |
Index Structures for Files
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Single Level Ordered Indexes – Primary indexes, Clustering indexes and Secondary indexes. Multi-level indexes, Hashing concepts. | |
Unit-3 |
Teaching Hours:10 |
Database Design
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Functional dependencies and Normalization for Relational Databases - Normalization concepts, first, second, third normal forms, Boyce-Codd normal form. | |
Unit-3 |
Teaching Hours:10 |
Relational Data Model
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Relation, Integrity constraints - domain, entity and Referential integrity constraints, Basic Relational Algebra operations, select, project and join operations. | |
Unit-4 |
Teaching Hours:10 |
Transaction Processing Concepts and Concurrency Control Techniques
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Transaction and System concepts – Desirable properties of Transactions – Schedules and Recoverability. Lock-Based Protocols – Locks, Granting of Locks, and Two phase locking protocol and implementation of locking. | |
Unit-4 |
Teaching Hours:10 |
SQL
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SQL data definition and data types, specifying constraints in SQL, schema change statements, Basic queries, More Complex SQL queries, INSERT, DELETE and UPDATE statements in SQL, Views – Concept of a view in SQL. | |
Unit-5 |
Teaching Hours:10 |
Database Recovery
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Recovery Concepts: Recovery Outline and Categorization of Recovery Algorithms, Caching Buffering of Disk Blocks, Write-Ahead Logging, Steal/No-Steal, and Force/No-Force, Checkpoints in the System log and Fuzzy Check pointing, Transaction Rollback. | |
Unit-5 |
Teaching Hours:10 |
Data Base Administration
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Introduction to Database security issues, Discretionary Access Control Based on Granting/Revoking of Privileges and Multi-level security. | |
Unit-6 |
Teaching Hours:10 |
Distributed Databases
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Distributed database concepts, Data fragmentation, Replication, and Allocation Techniques for Distributed database design, Types of Distributed database systems. | |
Unit-6 |
Teaching Hours:10 |
Introduction to Advanced Database concepts
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Brief introduction to Data warehousing and Data mining. | |
Text Books And Reference Books:
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Essential Reading / Recommended Reading
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Evaluation Pattern CIA-50% ESE-50% | |
BCA351 - JAVA PROGRAMMING LAB (2020 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
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This course teaches students how to develop java applications. Course gives an overview of difference between C++ and Java. Students will be developing and testing java application as a practical course work. The course introduces the concept of UI design in java using SWING and JAVAFX. |
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Course Outcome |
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CO1: Demonstrate their ability to understand the concepts of Object oriented programming and will model the real world applications using Object Oriented Programming concepts CO2: Apply the concept of Multithreading in concurrent programming. CO3: Able to Analyze & Design the concept of Event Handling and Swing CO4: Build MVC and Custom Components using JSF |
Unit-1 |
Teaching Hours:60 |
Lab Programs
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1. To implement different entry controlled and exit controlled looping statements 2. To Implement nesting of switch statement 3. To Implement single and multi-dimensional arrays 4. To implement constructor overloading and method overloading 5. To implement static keyword 6. To Implement multilevel inheritance 7. To implement super and this keyword 8. To implement abstract and final keyword 9. To implement methods of String class 10. To Implement exception handling and custom exceptions 11. To implement package and interface 12. To implement File Stream classes 13. To Implement multithreading 14. To implement mouse and keyboard events 15. To implement different layout managers 16. To design a customer registration form using advanced swing components 17. To implement 2D Shapes using JavaFX 18. To implement CheckBox and ListView events using JavaFX 19. To implement JavaFx Effects and Transformation | |
Text Books And Reference Books: [1] Schildt Herbert, Java :The Complete Reference, Tata McGraw- Hill, 10th Edition,2017 [2] Dr.Rao,Nageswara ,Core Java,An Integrated Approach ,New Edition Kongent Solutions Inc, 2009. 2005.
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Essential Reading / Recommended Reading [1] Java ™ A Beginner’s Guide, Herbert Schildt, McGraw-Hill Education, 7th Edition, 2017 | |
Evaluation Pattern CIA - 50% ESE - 50% | |
BCA352 - DBMS LAB (2020 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:2 |
Course Objectives/Course Description |
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The main objective of this lab is to provide a strong foundation in database concepts, understand and implement the use of Structured Query Language (SQL) and Procedural Structured Query Language (PL/SQL) to create and query databases. |
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Course Outcome |
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CO1: Design and implement a database schema for a given problem-domain using SQL-DDL commands. CO2: Populate and query a database using SQL (DML/DCL) commands. CO3: Declare and enforce integrity constraints on a database using a state-of-the-art RDBMS CO4: Programming PL/SQL including stored procedures, stored functions, cursors, packages. |
Unit-1 |
Teaching Hours:60 |
List of programs
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1. Introduction TO SQL a. Introduction b. Logging on to SQL interface c. Choosing and Describing Tables d. Elements of the SQL Query e. The System Dummy Table f. Selecting Tables and Columns g. Duplicate Information DISTINCT h. Sorting Information
2. Data Definition Language (DDL) a. Create b. Drop c. Alter d. Rename
3. Integrity Constraints a. Types of Constraint b. Referential Integrity c. Defining Constraints
4. Data Manipulation Language DML a. Select b. Insert c. Update d. Delete
5. Filtering Data Using Where a. Where Operators b. Where with Keywords c. Where and Logical Operators
6. SQL Functions and Data types a. Date and Time Functions b. Numeric Functions c. String Functions d. Conversion Functions
7. Group By a. Group Function Examples b. Group Function with Having
8. Retrieving Data from Multiple Tables using Joins a. Natural Join b. Inner Join c. Outer Join
9. Sub-Queries a. Basic Subqueries b. Multiple Column Subqueries c. Subqueries with Having d. Correlated Subqueries
10. Views a. CREATE VIEW b. WITH CHECK OPTION
11. Indexes a. Create Index b. Unique Option c. When and What to Index d. Drop Index
12. Data Control Language (DCL) a. Grant b. Revoke
13. Transaction Control Language a. Commit b. Rollback c. Savepoint d. Set Transaction
14. PL/SQL a. Variables and type declarations b. Loop structure c. Procedures and Functions d. PL/SQL Blocks e. Cursor/ Cursor loops f. Exceptions | |
Text Books And Reference Books: Vikram Vaswani, MySQL(TM): The Complete Reference, McGraw Hill, The Paperback edition,2017.
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Essential Reading / Recommended Reading James R Groff, Paul N. Weinberg and Andy Oppel, SQL The Complete Reference, 3rd Edition, McGraw Hill,2011.
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Evaluation Pattern ESE - 50% CIA - 50% | |
BCA361A - GERMAN (2020 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
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German is a Generic elective for the students of the BCA Program. The book, Netzwerk A1 that conforms to the Common European Framework of Reference is a method that introduces students to the culture and language of the German-speaking world. Meant for adult beginners, it begins with the basics and quickly plunges learners to interact in everyday situations. Course Objectives · To develop the four basic skills -listening, speaking, reading, and writing, required in the acquisition of a language · To develop an awareness about the German culture To be able to interact with German people in everyday situations
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Course Outcome |
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Upon completion of the course the student - · Will have a fair acquisition of the basic skills of listening, speaking, reading and writing · Will be quite familiar with the German culture · Will be able to carry out simple day to day conversations in German |
Unit-1 |
Teaching Hours:6 |
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Kapital 01
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1. First and Last Names of German Families 2. Numbers and Alphabets | ||||||||||||||||||||||
Unit-2 |
Teaching Hours:9 |
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Kapital 1- Guten Tag
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1. Greetings- Usage of “du” and “Sie” 2. Say where you are from and where you live. 3. Formal and Informal Introduction | ||||||||||||||||||||||
Unit-3 |
Teaching Hours:9 |
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Kapital 2 - Freunde, Kollegen und ich
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1. The German and sports- Speak about Hobbies 2. Weekday activities, Months and Years and Seasons 3. The – definite article and yes or no questions | ||||||||||||||||||||||
Unit-4 |
Teaching Hours:9 |
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Kapital 3 - In der Stadt
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1. Talk about Places and Buildings 2 Definite Article and indefinite Article 3 Events in Hamburg | ||||||||||||||||||||||
Unit-5 |
Teaching Hours:9 |
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Kapital 4 - Guten Appetit
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1. Talk about food 2. Learn to make sentences with Objects 3. Talk about shopping and conversation relating to food | ||||||||||||||||||||||
Unit-6 |
Teaching Hours:9 |
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Kapital 5 - Tag fur Tag
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1. Understand time 2. Talk about activities relating to time and days 3. Learn Possessive article. | ||||||||||||||||||||||
Unit-7 |
Teaching Hours:9 |
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Kapital -6 Zeit mit Freunden
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1. Planning a Birthday party with friends 2. Writing an Invitation and talk about Birthday parties 3. Order and pay in Restaurants | ||||||||||||||||||||||
Text Books And Reference Books:
Netzwerk A1
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Essential Reading / Recommended Reading
1. www.klett-sprachen.de/netzwerk A1 The Miracle of Bern: A young boy from a working class family in post-war Germany struggles with his estranged father returning from war captivity, while a friend of his plays for the German National Soccer Team at the…
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Evaluation Pattern
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BCA361B - FRENCH (2020 Batch) | ||||||||||||||||||||||
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
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Max Marks:100 |
Credits:4 |
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Course Objectives/Course Description |
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French is taught as a Generic elective for the students of the BCA Program. The book, Alter Ego+ A1 which conforms to the Common European Framework of Reference is a method that introduces students to the culture and language of the French-speaking world. Meant for adult beginners, it begins with the basics and quickly plunges learners to interact in everyday situations. Course Objectives · To develop the four basic skills -listening, speaking, reading, and writing, required in the acquisition of a language · To develop an awareness about the French culture To be able to interact with French people in everyday situations |
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Course Outcome |
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Upon completion of the course the student - · Will have a fair acquisition of the basic skills of listening, speaking, reading and writing · Will be quite familiar with the French culture Will be able to carry out simple day to day conversations in French |
Unit-1 |
Teaching Hours:6 |
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Discovery
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1. First and Last Names of French Families 2. Few French and International personalities | ||||||||||||||||||||||
Unit-2 |
Teaching Hours:9 |
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The ones, the others
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1. Greetings- Usage of “tu” and “vous” 2. Telephone Numbers in France 3. Some cultural / festive events in Paris- The Francophone | ||||||||||||||||||||||
Unit-3 |
Teaching Hours:9 |
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Here, elsewhere
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1. Pontoise and Ile de France- The City 2. Annecy- Youth hostel and accommodation 3. The wording of address in France- postal codes and departments | ||||||||||||||||||||||
Unit-4 |
Teaching Hours:9 |
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Tell me who you are
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1. The French and sports- The Reality shows 2. New ways of meeting- The Differences men/ women 3. Surnames of married women/ children- Announcements and family functions | ||||||||||||||||||||||
Unit-5 |
Teaching Hours:9 |
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Each person at his own pace
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1. Rhythm of Life and Rhythm of the city- Internet and media in daily life 2. The Outings 3. Family life and Household chores- Routine and change in rhythm | ||||||||||||||||||||||
Unit-6 |
Teaching Hours:9 |
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Highlights
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1. Festivals and rituals in France 2. Telephone conversations- Social network- Guide and Forum of Travel 3. People magazines and the life of celebrities.
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Unit-7 |
Teaching Hours:9 |
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Travels, Trips
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1. Montreal- the seasons, the weather 2. Overseas France and the Reunion 3. Brussels, European capital | ||||||||||||||||||||||
Text Books And Reference Books: Berthet, Annie, Catherine Hugot et al. Alter Ego + A1. Paris : Hachette, 2012 | ||||||||||||||||||||||
Essential Reading / Recommended Reading 1. French websites like Bonjour de France, Fluent U French, Learn French Lab, Point du FLE etc. | ||||||||||||||||||||||
Evaluation Pattern
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BCA431 - GRAPH THEORY (2020 Batch) | ||||||||||||||||||||||
Total Teaching Hours for Semester:45 |
No of Lecture Hours/Week:3 |
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Max Marks:100 |
Credits:3 |
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Course Objectives/Course Description |
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Course description: It is a fundamental course in Graph Theory involving some basic concepts like Classes of Graphs, Isomorphism, Connectivity, spanning trees and few standard graph algorithms. Course objectives: This course will help the learner to COBJ1: gain familiarity with fundamental concepts of Graph Theory COBJ2: understand and apply knowledge to analyze and solve problems using models of Graph Theory |
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Course Outcome |
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CO1: enhance research, inquiry and analytical thinking abilities. CO2: improve proof writing skills. CO3: apply the basics of Graph Theory in solving practical problems. |
Unit-1 |
Teaching Hours:15 |
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Introduction to Graphs
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Graphs and Graph Models, Graph Terminology and Special Types of Graphs, Representing Graphs and Graph Isomorphism, Connectivity. | |||||||||||||||||||||||||||||
Unit-2 |
Teaching Hours:15 |
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Algorithmic Graph Theory
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Euler and Hamilton Paths, Shortest-Path Problems, Planar Graphs, Graph Coloring | |||||||||||||||||||||||||||||
Unit-3 |
Teaching Hours:15 |
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Trees
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Introduction to Trees, Applications of Trees, Tree Traversal, Spanning Trees, Minimum Spanning Trees | |||||||||||||||||||||||||||||
Text Books And Reference Books: K. H. Rosen, Discrete Mathematics and its Applications, 7th ed., McGraw – Hill, 2012. | |||||||||||||||||||||||||||||
Essential Reading / Recommended Reading
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Evaluation Pattern EXAMINATION AND ASSESSMENTS
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BCA432 - FINANCIAL MANAGEMENT (2020 Batch) | |||||||||||||||||||||||||||||
Total Teaching Hours for Semester:45 |
No of Lecture Hours/Week:3 |
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Max Marks:100 |
Credits:3 |
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Course Objectives/Course Description |
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The main objective of this paper is to bring them knowledge about the basics of finance. It also intends to provide various forms of techniques to make decision about long-term investment. Various forms of financial statement analysis like ratios, fund flow and cash flow statement also included to make them know about the tools of financial performance analysis. |
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Course Outcome |
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CO1:: Understand the process and methods of evaluating a long term project using capital budgeting techniques and appreciate the risks and benefits involved. CO2:: Familiar with the Management concepts and the tools in Management Accounting. CO3:: Demonstrate the knowledge of financial statements and their analysis and interpretations. |
Unit-1 |
Teaching Hours:3 |
Financial Management
|
|
Introduction, Definition, Objectives of Financial Management-Profit Vs Wealth Maximization, Functional areas of Financial Management.Time Value of Money- Compounding and discounting techniques, Financial Markets- Theory. | |
Unit-2 |
Teaching Hours:10 |
Capital Budgeting
|
|
Meaning, Importance, Process of Capital Budgeting. Payback Period, Accounting Rate of return, Net Present Value, Profitability Index, Internal Rate of Return, Capital Rationing. | |
Unit-3 |
Teaching Hours:12 |
Financial Statement Analysis and its Interpretation
|
|
Meaning and nature of financial statements-Significance of financial statements-Types of financial statements-Limitations of financial statements-Steps involved in financial statement analysis-Tools of financial analysis – Comparative Statements, Common size statements , Trend Analysis –practical problems | |
Unit-4 |
Teaching Hours:10 |
Financial Statement Analysis and its Interpretation: Ratio Analysis
|
|
Meaning, Types and Uses, Ratio Analysis-Meaning, Importance, Limitations, Types- Liquidity, Solvency, Activity and Profitability Ratios. | |
Unit-5 |
Teaching Hours:10 |
Cash Flow
|
|
Cash Flow- Meaning of cash, differences between funds flow and cash flow, Preparation of cash flow statement- Operating, Investing and Financing activities. | |
Text Books And Reference Books: [1] Shashi K Gupta .R.K.Sharma and Neeti Gupta.Financial Management.Kalyani Publishers, 2 nd Revised Edition, 2008, Reprint 2010. [2] M. N. Arora. Management Accounting, Himalaya Publication, 4 th Edition, 2010 | |
Essential Reading / Recommended Reading [1] M.Y. Khan & V.K. Jain. Financial Management.Tata McGraw Hill, 6 th Edition, 2011. [2] R K Sharma , Shashi K Gupta. Practical Problems in Management Accounting, 5 th Edition , 2011 | |
Evaluation Pattern CIA-50% ESE-50% | |
BCA433 - DESIGN AND ANALYSIS OF ALGORITHMS (2020 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
|
Course Objectives To demonstrate the different ways to analyze and evaluate the performance of an algorithm. To apply different design techniques of algorithms to solve problems. |
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Course Outcome |
|
CO1: Demonstrate their ability to apply appropriate Data Structures. CO2: Design and develop algorithms using relevant data structure operations CO3: Design and develop algorithms using relevant data structure operations |
UNIT 1 |
Teaching Hours:10 |
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INTRODUCTION
|
|||||
A simple example of design using insertion sort, pseudo code for insertion sort and analysis of time complexity. Performance Analysis - Space complexity and Time complexity (posteriori testing, and a priori approach), Asymptotic Notations (O, Ω, Θ).Polynomial Vs. Exponential Algorithms. Average, Best and Worst case complexity. | |||||
UNIT 2 |
Teaching Hours:12 |
||||
DIVIDE AND CONQUER ALGORITHMS
|
|||||
Introduction to Divide and Conquer Algorithms - Finding the Maximum and Minimum, Quick sort (Derivation of Average case analysis and Worst case analysis), Binary Search (Derivation of Average case analysis), and Strassen's Matrix Multiplication. | |||||
UNIT 3 |
Teaching Hours:12 |
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GREEDY ALGORITHMS
|
|||||
Introduction to Greedy Algorithms - Fractional Knapsack problem, minimum cost spanning trees, Kruskal's and Prim's Algorithms, Optimal Merge patterns and Single-Source Shortest Paths | |||||
UNIT 4 |
Teaching Hours:8 |
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DYNAMIC PROGRAMMING
|
|||||
Definition - All-pairs shortest paths, Traveling salesman problem, optimal parameterization for product of sequence of matrices and Multistage graphs | |||||
UNIT 5 |
Teaching Hours:10 |
||||
BACK TRACKING AND RANDOMIZED ALGORITHMS
|
|||||
Introduction - N-Queens, Sum of Subsets, Graph coloring, Hamiltonian Cycles problem using Back tracking algorithms. Random Number Generators and Primality Testing using randomized algorithms | |||||
UNIT 6 |
Teaching Hours:8 |
||||
GRAPHS AND HEAPS AND LOWER BOUND THEORY
|
|||||
Definitions - Adjacency Matrix, Adjacency Lists .Breadth First Search and Traversal, Depth First Search and Traversal. Priority Queues using Heap and Design of Heap sort using Heap. | |||||
Text Books And Reference Books: [1] Horowitz, Sahni, Rajasekaran, Fundamentals of Computer Algorithms,Silicon Pr, 2nd Edition, November 2012 | |||||
Essential Reading / Recommended Reading
| |||||
Evaluation Pattern
| |||||
BCA434 - SOFTWARE ENGINEERING (2020 Batch) | |||||
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
||||
Max Marks:100 |
Credits:4 |
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Course Objectives/Course Description |
|||||
This course is an introduction to software development process and design. It includes the descriptions about stages of software development, various process models and software engineering principles. |
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Course Outcome |
|||||
CO1:: Understand the importance of the stages in the software life cycle. CO2:: Understand the various process models. CO3:: Understand the UML notation. CO4: : Be able to design software by applying the software engineering principles.
|
Unit-1 |
Teaching Hours:10 |
||||
Software and Software Engineering
|
|||||
Nature of software- Defining software, Software Application Domains, Legacy Software - Software Engineering, The software process, Software Engineering practice – The essence of Practice, General Principles - Software Myths. | |||||
Unit-1 |
Teaching Hours:10 |
||||
Process models
|
|||||
A generic process model – Defining a framework activity, identifying a Task Set, Process Patterns - Process Assessment and improvement, Prescriptive Process Models – The waterfall Model, Incremental Model, Evolutionary Process Model, Concurrent Models- A Final Word on Evolutionary Processes. | |||||
Unit-2 |
Teaching Hours:10 |
||||
Requirement Modelling
|
|||||
Requirement Analysis, Data modelling concepts, Class-based modelling, Requirement modelling strategies, Flow oriented modeling. | |||||
Unit-2 |
Teaching Hours:10 |
||||
Understanding Requirements
|
|||||
Requirements Engineering, Establishing the groundwork – Identifying Stakeholders, Recognizing multiple viewpoints, Working toward Collaboration, Asking the first questions-, Eliciting requirements – Collaborative requirement gathering, Quality function Deployment, Usage Scenario Elicitation Work Products - Developing use cases, building the requirements model – Elements of the requirements Model, Analysis pattern - Negotiating requirements, validating requirements. | |||||
Unit-3 |
Teaching Hours:10 |
||||
Design Concepts
|
|||||
The design within the context of Software Engineering, The design process – Software quality guidelines and attributes, The evolution of software design - Design concepts – Abstraction, Architecture, Patterns, Separation of concerns, Modularity, information hiding, Functional Independence, refinement, Aspects, Refactoring, Object Oriented design concepts Design classes - The design Model – Data Design elements, Architectural Design elements, Interface Design Elements, Component-Level Design elements, Deployment level Design elements. | |||||
Unit-3 |
Teaching Hours:10 |
||||
User Interface Design
|
|||||
The golden rules- Place the User in Control, Reduce the User's Memory load, Make the interface Consistent-, Interface Analysis and Design models, The Process, Interface Analysis User Analysis, Task Analysis, Analysis of Display Content, Analysis of the Work Environment - Interface design steps – Applying Interface Design steps, User Interface design patterns, Design Issues. | |||||
Unit-4 |
Teaching Hours:10 |
||||
Quality Management
|
|||||
Introduction, Software quality, Achieving software quality, Review metrics and their use, Informal reviews, Formal technical reviews, SQA tasks, Goals and metrics, Formal approaches to SQA, Statistical Software quality assurance, Software Reliability, SQA plan. | |||||
Unit-5 |
Teaching Hours:10 |
||||
Software Testing
|
|||||
A Strategic approach to testing, Test strategies for conventional software, Test strategies for Object Oriented software, Validation testing, White-box testing, Basic path testing, control structure testing, Black-box testing, Object oriented testing methods. | |||||
Unit-6 |
Teaching Hours:10 |
||||
Project Management concepts
|
|||||
The management spectrum, Metrics in the process and project domains, software measurement, metrics for software quality, The project planning process, Software project estimation, Decomposition techniques, Empirical estimation models, Project scheduling, Risk identification, Risk projection, The RMMM plan. | |||||
Text Books And Reference Books: [1] Pressman S Roger, Software Engineering A Practitioner‟s Approach, McGraw Hill, International Editions, 7th edition, 2010. | |||||
Essential Reading / Recommended Reading [1] Sommerville, Ian, Software Engineering, Addison Wesley, 9th Edition, 2010. [2] Rumbaugh, James, Object Oriented Modeling and design, Pearson Education, New Delhi, 2005. | |||||
Evaluation Pattern
| |||||
BCA435 - WEB TECHNOLOGY (2020 Batch) | |||||
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
||||
Max Marks:100 |
Credits:04 |
||||
Course Objectives/Course Description |
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This subject will provide basic understanding of WWW, Web Development, Client side and Server side technologies to develop and deploy Websites on Internet. |
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Course Outcome |
|||||
CO1: Understand the concepts of Internet basics to design, implement and maintain a typical web page CO2: Develop and incorporate dynamic capabilities in Web pages using DOM and JavaScript CO3: Learn the importance of server-side scripts for web Interactivity and Web Hosting |
Unit-1 |
Teaching Hours:10 |
WEB ESSENTIALS AND STYLE SHEETS
|
|
Clients, Servers, and Communication. The Internet - Basic Internet Protocols -The World Wide Web - HTTP request message - response message - Web Clients - Web Servers - Markup Languages: XHTML. An Introduction to HTML – History –Versions -Basic XHTML Syntax and Semantics - Fundamentals of HTML. CSS - Introduction to Cascading Style Sheets – Features - Core Syntax - Style Sheets and HTML - Cascading and Inheritance - Text Properties – Positioning. | |
Unit-2 |
Teaching Hours:10 |
CLIENT-SIDE PROGRAMMING
|
|
Introduction to JavaScript – Functions – Objects – Arrays – Built - in Objects - JavaScript Debuggers. Browsers and the DOM - Introduction to the Document Object Model DOM History and Levels - Intrinsic Event Handling - Modifying Element Style - The Document Tree -DOM Event Handling. | |
Unit-3 |
Teaching Hours:10 |
SERVER-SIDE PROGRAMMING
|
|
Introduction to PHP - Basic Programming Concepts of PHP: Variables - Data-types - Constants - Scope of Variables - Type of Variables - Type Casting – Operators - Operators Precedence – References – Arrays - Control Structures: Branching -If statement - Switch statement - Looping: for Loop - while Loop - do while Loop - for each Loop -Functions: User Defined Functions - Built-in Function - Functions for Variables - Script Controlling Functions - Array Functions - Date and Time Functions -Mathematical Functions -String Functions - PHP Server Variables; Working with form - Uploading files to Web Server using PHP. | |
Unit-4 |
Teaching Hours:12 |
PHP and MySQL
|
|
Basic commands with PHP examples - Connection to server - creating database - selecting a database - listing database - listing table names - creating a table, -inserting data - altering tables – queries -deleting database -deleting data and tables -PHP myadmin and database bugs. | |
Unit-5 |
Teaching Hours:8 |
XML
|
|
Documents and Vocabularies - Versions and Declaration -Namespaces JavaScript and XML: Ajax-DOM based XML processing. Selecting XML Data: XPATH - Template based Transformations: XSLT - Displaying XML Documents in Browsers. | |
Unit-6 |
Teaching Hours:10 |
JSF and JAVA Web Services
|
|
Introduction – Java Web Technologies – Creating and running simple application- JSF components -Session Tracking. Basics- Creating, Publishing and Consuming Web Services - Session Tracking in Web Services. | |
Text Books And Reference Books:
1.Web Technologies-A Computer Science Perspective, Jeffrey C.Jackson, Pearson Education, 2008. 2. Internet & World Wide Web - How To Program, H.M.Deitel, P.J. Deitel , et.al , Pearson Education, Fifth Edition, 2012.
| |
Essential Reading / Recommended Reading 1. Programming the World Wide Web, Robert. W. Sebesta, Pearson Education, Fourth edition, 2007. 2. Web Technologies Uttam K Roy, Oxford University Press, 2011. 3. Web Programming: Desktop Management, Aferganatel, PHI, 2004. 4. Web Technology, Rajkamal, Tata McGraw-Hill, 2001. | |
Evaluation Pattern CIA:50% ESE:50% | |
BCA451 - .NET LAB (2020 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:2 |
Course Objectives/Course Description |
|
The course introduces the concepts of converting the real time problems into an interactive window based application to attain a solution. |
|
Course Outcome |
|
CO1: Demonstrate the skills in designing an interactive Graphical User Interface using a windows based application. CO2: Design and develop an application using fundamentals of object-oriented programming concepts. CO3: Build an application using different controls available in windows form application and convert it to an exe file. |
Unit-1 |
Teaching Hours:60 |
List of Programs
|
|
1. Introduction to windows form application design (Tool box, Property window,Solution Explorer,Server Explorer) Properties associated with each control
2. Introduction to common controls Part I and their properties Text boxes Rich Text Box Label Link label Button Panel Event associated with each of the control Changing the properties at runtime with C# code
3. Validating controls Numbers Texts Regular expression
4. Looping structures If structure in C# Switch case in C# While loop in C# Do .. While loop in C# For loop in C#
5. Introduction to common controls Part II and their properties List Box Combo box Check box Radio button Group Box Events associated with each of the control Changing the properties at runtime with C# code
6. Introduction to common controls Part III and their properties Date time picker Month Calendar Numeric Up Down Events associated with each of the controls Changing properties at runtime using C# code
7. Introduction to common controls Part IV and their properties Progress bar Tool Tip Picture box Properties associated with each of the controls Changing properties at runtime using C# code
8. Introduction to Menus & Toolbars and their properties Menu Strip Status Strip Tool Strip Events associated with each of the controls Changing properties at runtime using C# code
9. Introduction to Dialog control and their properties Font Dialog Open File Dialog Save File Dialog Events associated with each of the controls Changing properties at runtime using C# code
10. Introduction to database using SQL Server and their properties Creating a table Introducing Primary Key Introducing Data types Writing Queries in SQLServer (SELECT, UPDATE, DELETE, INSERT)
11. Windows Form Interaction with database using INSERT, UPDATE Query Connecting form with database Writing INSERT query in windows form to store data in the database
12. Windows Form Interaction with database using SELECT, DELETE Query Connecting form with database Writing SELECT query in windows form to store data in the database
13. Introduction to the control data grid. Retrieving data from the database to the grid control
14. Report generation Generating reports using tools available
15. Converting the application to an exe file | |
Text Books And Reference Books: - | |
Essential Reading / Recommended Reading - | |
Evaluation Pattern
| |
BCA481 - DBMS PROJECT (2020 Batch) | |
Total Teaching Hours for Semester:90 |
No of Lecture Hours/Week:6 |
Max Marks:150 |
Credits:3 |
Course Objectives/Course Description |
|
The purpose of this course is to provide comprehensive understanding to develop web applications with database systems. Started with web programming using HTML, CSS, PHP and connect with database concepts DDL, DML andPL/SQL. |
|
Course Outcome |
|
CO1: Install, configure, and interact with a database management system CO2: :Describe,defineandapplythedatabasecomponentstodatabasedesign CO3: Analyze the design of a database schema and apply normalization techniques CO4: Develop dynamic web pages to meet specified needs using HTML, PHP, CSS |
Unit-1 |
Teaching Hours:90 |
Part1 and Part2
|
|
Part 1: Web Technology HTML1) Develop static pages usingHTML (Using Heading elements, Text Elements, Logical Styles, Physical Styles, Ordered, Unordered and Definition list, Hyper Links, Image Link, Link to page containing Images and Videos, FileLink) 2) HTML Page usingFrames. (Navigation, Floating, Inline Frames , Frames to add Images and Videos) CSS/ XSL /DTD3) Add a Cascading Style sheet for designing the webpage. 4) Create any catalog and display it using CSS orXSL 5) Document Type Definition (DTD) to validateXML JavaScript / PHP6) Design a dynamic web page with validation usingJavaScript 7) PHP program to perform File operations / RegularExpressions 8) PHP program to sort the records which are stored in thedatabase Data Connectivity and Web Services9) Install DBMS/ Configure DBConnectivity 10)JSF and Web ServicesConfigurations
Part 2: Database Management System Project | |
Text Books And Reference Books: - | |
Essential Reading / Recommended Reading - | |
Evaluation Pattern CIA:50% ESE:50% | |
BCA531 - PYTHON PROGRAMMING (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
|
This course covers the programming paradigms associated with python. It explores the object-oriented programming, Graphical programming aspects of python with help of built-in modules. The objective of this course is to provide comprehensive knowledge of python programming paradigms |
|
Course Outcome |
|
CO1: Demonstrate the use of built-in objects of Python CO2: Demonstrate significant experience with python program development environment CO3: Implement GUI programming concepts |
Unit-1 |
Teaching Hours:10 |
INTRODUCTION TO PYTHON DATA STRUCTURES
|
|
Underlying mechanism of Module Execution- Sequences, Mapping and Sets- Dictionaries- Functions - Lists and Mutability- Problem Solving Using Lists and Functions | |
Unit-2 |
Teaching Hours:10 |
OBJECT ORIENTED PROGRAMMING USING PYTHON AND REGULAR EXPRESSIONS
|
|
Classes: Classes and Instances-Inheritance—Polymorphism- Abstract classes-Exceptional Handling- Regular Expressions using “re” module. | |
Unit-3 |
Teaching Hours:10 |
GUI PROGRAMMING
|
|
Introduction-Tkiner module-Root window-Widgets-Button-Label-Message-Text-Menu- Listboxes-Spinbox-Creating tables | |
Unit-4 |
Teaching Hours:10 |
FILE HANDLING
|
|
Writing and Reading Binary Data, Writing and Parsing Text Files, Writing and Parsing XML Files. | |
Unit-5 |
Teaching Hours:10 |
INTRODUCTION TO WEB FRAMEWORK
|
|
Introduction-Web framework-creating model to add database service-python application shell-Django administration application-input-forms and models | |
Unit-6 |
Teaching Hours:10 |
USING NUMPY AND PANDAS
|
|
Computation on NumPy-Aggregations-Computation on Arrays-Comparisons, Masks and Boolean Arrays-Fancy Indexing-Sorting Arrays-Structured Data: NumPy’s Structured Array. Introduction to Pandas Objects-Data indexing and Selection-Operating on Data in Pandas-Handling Missing Data-Hierarchical Indexing | |
Text Books And Reference Books: 1 Zhang.Y ,An Introduction to Python and Computer Programming, Springer Publications,2016 | |
Essential Reading / Recommended Reading 1. Wesely J.Chun,Core Python Application Programming ,Prentice Hall,third edition 2015. 2. T.R.Padmanabhan, Programming with Python,Springer Publications,2016 | |
Evaluation Pattern CIA 50% ESE 50% | |
BCA532 - COMPUTER NETWORKS (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
|
The goal of this course is to introduce the basics computer networks. Students will learn their fundamental layered structure, understand common offered layered services, examine protocols and algorithms used to operate the network. Objectives of the course are • To study about network components. • To study about topologies and network models. • To study about various network protocols, algorithms. |
|
Course Outcome |
|
CO1: Students will gain knowledge about networks, internal components and its functionality. CO2: Learn the communication architecture and use of protocols CO3: Student will be able to evaluate the networks communication and its performance |
Unit-1 |
Teaching Hours:10 |
||||||||||||||
Physical Layer
|
|||||||||||||||
Data communications : components – Network criteria – physical structures – network models – categories of networks –interconnection of networks – inter network Protocols and standards : protocols-standards-standards organizations- internet standards Network models: Layered tasks – OSI model – layers in the OSI model – TCP/IP protocol suite. | |||||||||||||||
Unit-2 |
Teaching Hours:10 |
||||||||||||||
Digital Transmission, Analog Transmission and Transmission Media
|
|||||||||||||||
Digital Transmission: Digital to digital conversion: Line coding – line coding schemes – block coding - analog to digital conversion – PCM - transmission modes: serial transmission – parallel transmission Analog Transmission: Digital to analog conversion: FSK-ASK-PSK Analog to Analog conversion: Amplitude modulation – Frequency modulation – phase modulation Multiplexing: Frequency division multiplexing – Time division multiplexing Transmission Media Guided media: Twisted pair cable – coaxial cable – fiber optic cable Unguided media: radio waves - micro waves – infrared. | |||||||||||||||
Unit-3 |
Teaching Hours:10 |
||||||||||||||
Data Link Layer
|
|||||||||||||||
Error correction and detection: Introduction- block coding-linear block cods-cyclic codes-checksum. Data link Control: protocols-simplest protocol- stop and wait protocol- stop and wait automatic repeat request-go back n automatic repeat requestselective repeat-automatic repeat request-piggybacking. MultipleAccess: Random access- Aloha-CSMA-CSMA/CD-CSMA/CA Controlled access: reservation, polling, token passing. Channelization: FDMA,TDMA, CDMA. | |||||||||||||||
Unit-4 |
Teaching Hours:10 |
||||||||||||||
Wired LANs:
|
|||||||||||||||
Wired LANs: Ethernet: IEEE standards, standard Ethernet- fast Ethernet. Wireless Lans: IEEE 802.11-arhitecture-MAC sublayer addressing mechanism, physical layer-Bluetooth: architecture-Bluetooth layers-radio layer-baseband layer-L2CAP-other upper layers. Network Layer: AddressingIPV4 addresses - IPV6 Addresses Internet Protocol: IPv4 –IPv6 Address mapping protocols: ARP – RARP. | |||||||||||||||
Unit-5 |
Teaching Hours:10 |
||||||||||||||
Routing protocols:
|
|||||||||||||||
Routing protocols: Unicast routing protocols: distance vector routing, Link State routing Multicast Routing protocols Any two Transport Layer: Process to process delivery – UDP – TCP Congestion control and QOS:Data traffic – congestion – congestion control – quality of service – techniques to improve quality of service. | |||||||||||||||
Unit-6 |
Teaching Hours:10 |
||||||||||||||
Application layer: & Network Security
|
|||||||||||||||
Application layer: & Network Security :DNS: Name space – domain name space – distribution of name space Electronic mail Architecture – FILE transfer: FTP WWW and HTTP: Architecture – web documents – HTTP Network Security: Introduction - definitions – two categories - symmetric key cryptography – traditional ciphers – asymmetric key cryptography. | |||||||||||||||
Text Books And Reference Books: [1] Behrouz A Forouzan, Data communication and networking, McGraw-Hill, 5 th edition, 2012. | |||||||||||||||
Essential Reading / Recommended Reading [1] Andrew S Tanenbaum ,Computer Networks, PHI publications, 5 th edition, 2011. | |||||||||||||||
Evaluation Pattern
| |||||||||||||||
BCA541A - MOBILE APPLICATIONS (2019 Batch) | |||||||||||||||
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
||||||||||||||
Max Marks:100 |
Credits:4 |
||||||||||||||
Course Objectives/Course Description |
|||||||||||||||
This course focuses on developing applications for modern Smartphone operating systems. Most of the course is dedicated to Google's Android and Microsoft’s Windows. Rapid application development techniques are covered, as well as setup of the development environment, real-world testing, and deployment. The course provides a practical approach to Android mobile application development and theoretical knowledge about windows application. To make students understand, how to develop and deploy an application to the appmarket. |
|||||||||||||||
Course Outcome |
|||||||||||||||
CO1: Understand the basic concepts of Mobile application development CO2: Design and develop user interfaces for the Android platforms CO3: Apply Java programming concepts to Android application development CO4: Demonstrate advanced Java programming competency by developing a maintainable and efficient cloud-based mobile application. |
Unit-1 |
Teaching Hours:10 |
Introduction
|
|
Brief History of mobile technologies, Different mobile technologies, Introduction to Android, Get to know the required tools, Creating your first Android application, Anatomy of android Application. Understanding Activities, linking Activities using intents, fragments, calling Built-in Applications using Intents, Displaying Notifications | |
Unit-2 |
Teaching Hours:12 |
User Interface and Designing with views
|
|
Understanding the components of a screen, adapting to display orientation, managing changes to screen orientation, Utilizing the Action Bar, Creating the user Interface programmatically, Listening for UI Notifications. Using Basic Views, Using Picker views, Using List views to display lists, Understanding specializedfragments. Designing User interfaceDesigning User interface Designing by declaration, creating the opening screen, using alternate resources, implementing an about box, applying a theme, adding a menu, adding settings, debugging with log messages, debugging withdebugger. | |
Unit-3 |
Teaching Hours:12 |
Displaying with views,Data persistence
|
|
Using Image Views to display pictures, using menus with views, some additional views. Saving and loading user preferences, persisting DataFiles Storing local DataReading/writing local data, Accessing the Internal File system, Accessing the SDcard. | |
Unit-4 |
Teaching Hours:10 |
Content Providers
|
|
Creating and using Databases. Sharing Data in Android, using content provider, creating your own content providers, using content providers. Putting SQL to workIntroducing SQLite, In and Out of SQLite, Hello Database, Data Binding, using content provider, implementing content provider. Preparing and PublishingPreparing app for publishing, Deploying APK files, uploading in Market | |
Unit-5 |
Teaching Hours:8 |
Messaging, Location based services and Networking
|
|
SMS Messaging , Sending E-mail, Displaying Maps, Getting Location Data, Monitoring a Location. Preparing and PublishingPreparing app for publishing, Deploying APK files | |
Unit-6 |
Teaching Hours:8 |
Introduction to Windows Phone Programming
|
|
Vision and architecture - A different kind of phone - Windows phone architecture - Building and delivering apps - Getting started with “Hello World” | |
Text Books And Reference Books: [1] Wei-Meng Lee, Beginning android 4 application Development, John Wiley & sons, Inc, 2012. [2] Andrew Whitechapel, Sean McKenna, Windows Phone 8 Development Internals, Microsoft Press2013. | |
Essential Reading / Recommended Reading [1] Grant Allen, Beginning Android 4, Apress,2012. [2] Ed Burnette, Hello, Android: Introducing Google's Mobile Development Platform,Pragmatic. Bookshelf (2009), ISBN-13:978-1934356173. [3] Jerome (J.F) DiMarzio , Android - A programmer's Guide, TataMcgraw Hill ,2010, ISBN:9780071070591. [4] Charles Petzold, Programming Windows Phone, Microsoft Press,2010 | |
Evaluation Pattern CIA 50% ESE 50% | |
BCA541B - GRAPHICS AND ANIMATION (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
|
To acquire knowledge in three dimensional modeling and animation using 3DS Max software and to render the animated scene effectively using light and material design. Objectives of the course are: To get a hands on graphic and animation application development. To understand the concept of 3D and 2D. |
|
Course Outcome |
|
CO1: Create objects using 3d modelling. CO2: Add effects using light and material. CO3: Create animated frames. |
Unit-1 |
Teaching Hours:10 |
Getting to Know Autodesk 3ds Max
|
|
Introduction, getting started, touring the interface, working with objects, and viewing. Introducing Objects:Understanding standard primitives, modelling with modifiers, making clones, working with groups. | |
Unit-2 |
Teaching Hours:12 |
Creating Shapes with Splines
|
|
Drawing with splines, modifying a shape, outlining and extruding splines, combining and extruding primitive splines, creating a solid form with splines. Editing Meshes and Creating Complex Objects: Creating shapes with Boolean objects, tracing a sketch, editing meshes, create symmetric forms, smoothing meshes. Organizing and Editing Objects: Naming and renaming objects, organizing objects by layer, lofting an object. | |
Unit-3 |
Teaching Hours:10 |
Light and Shadow
|
|
Lighting your model, rendering a view, ambient light, adding shadow effects, playing in the shadows, using the light listener, using scene states. Enhancing Models with Materials: Understanding texture maps, adding materials to object, editing materials, using the standard material, assigning materials to parts of an object. | |
Unit-4 |
Teaching Hours:10 |
Using the Camera
|
|
Understanding the 3ds max camera, setting up an interior view, creating an environment, using immersive environment for animation, using render type and elements, matching your scene to background image. Organizing Objects and Scene Management: Gaining access, arranging furniture, replacing objects, using the rendered framework window. | |
Unit-5 |
Teaching Hours:8 |
Understanding Animation
|
|
Understanding the world of video time, creating a quick study animation, understanding keyframes, increasing and editing keyframes, adding more frames, moving the camera target over time, controlling lights over time. | |
Unit-6 |
Teaching Hours:10 |
Rigging for animation
|
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Creating Animations, Particles, and Dynamics: Rendering the animation, automating the output, rendering a shadow study, creating a walkthrough, animation file output option, using particle system. Creating parent child hierarchies, using the morpher modifier, assembling an articulated luminaire, understanding bones, understanding biped. | |
Text Books And Reference Books: [1] J. Harper, Mastering Autodesk 3ds Max 2013. Sybex, 2012. | |
Essential Reading / Recommended Reading [1] R. L. Derakhshani and D. Derakhshani, Autodesk 3ds Max Essential. Sybex, 2011. [2] K. L. Murdock, 3ds Max 2012 Bible. Wiley, 2011.
[3] T. Mullen, Introducing Character Animation with Blender. Sybex, 2007.
| |
Evaluation Pattern CIA 50% ESE 50%
| |
BCA541C - BUSINESS INTELLIGENCE (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
|
The fundamental objective of this course is for the student to develop knowledge and expertise on "how to select and/or develop, and deploy an information system. Analyze managerial decision situations to determine whether it is practical to support them with computer technology. It also provides an understanding of data organization, and examine the BI processes and techniques used in transforming data to knowledge and value. |
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Course Outcome |
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CO1: Understand the importance of BI development projects in a team environment CO2: Apply the knowledge of data integration for better business decision CO3: Analyse different data modelling techniques and use enterprise reporting CO4: Demonstrate the impact of BI using data mining concepts |
Unit-1 |
Teaching Hours:10 |
||||
Introduction to Business Intelligence
|
|||||
Introduction to OLTP and OLAP, BI Definitions & Concepts, Business Applications of BI, BI Framework, Role of Data Warehousing in BI, BI Infrastructure Components – BI Process, BI Technology, BI Roles & Responsibilities. | |||||
Unit-2 |
Teaching Hours:10 |
||||
Basics of Data Integration ETL
|
|||||
Concepts of data integration need and advantages of using data integration, introduction to common data integration approaches, introduction to ETL, Introduction to data quality, data profiling concepts and applications. | |||||
Unit-3 |
Teaching Hours:10 |
||||
Introduction to Multi-Dimensional Data Modeling
|
|||||
Introduction to data and dimension modeling, multidimensional data model, ER Modeling vs. multi-dimensional modeling, concepts of dimensions, facts, cubes, attribute, hierarchies, star and snowflake schema, introduction to business metrics and KPIs, creating cubes using SSAS. | |||||
Unit-4 |
Teaching Hours:10 |
||||
Basics of Enterprise Reporting
|
|||||
Introduction to enterprise reporting, concepts of dashboards, balanced scorecards, and overall architecture. | |||||
Unit-5 |
Teaching Hours:10 |
||||
Data Mining Functionalities
|
|||||
Association rules mining, Mining Association rules from single level, multilevel transaction databases, Classification and prediction, Decision tree induction, Bayesian Classification, k-nearest neighbour classification, Cluster analysis, Types of data in clustering, categorization of clustering methods. | |||||
Unit-6 |
Teaching Hours:10 |
||||
Case Study
|
|||||
Case study on BI Business applications, OLTP Models, Data Models. | |||||
Text Books And Reference Books: [1] Cindi Howson ,Successful Business Intelligence, Unlock the Value of BI & Big Data Hardcover –Second Edition: Import, 1 Nov 2013. [2]Gert H.N. Laursen, JesperThorlund , Business Analytics for Managers: Taking Business Intelligence beyond Reporting Paperback , 26 Sep 2013 | |||||
Essential Reading / Recommended Reading - | |||||
Evaluation Pattern
| |||||
BCA541D - MICROPROCESSOR AND ALP (2019 Batch) | |||||
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
||||
Max Marks:100 |
Credits:4 |
||||
Course Objectives/Course Description |
|||||
The course is an introduction to the 8085 microprocessor and programming. Student will have both theoretical and practical approach on 8085 microprocessors. Objective of the course is to help students to understand the basics of 8085 microprocessor- based Systems and assembly languageprogramming. |
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Course Outcome |
|||||
CO1: Identify the basic element and functions of 8085 microprocessors.
CO2: Describe the architecture of 8085 microprocessor. CO3: Apply the programming techniques in developing the assembly language program. |
Unit-1 |
Teaching Hours:8 |
Microprocessors
|
|
Introduction, Advances in semiconductor technology, Organization of microprocessor-based system, 8085 microprocessor. | |
Unit-2 |
Teaching Hours:10 |
The 8085 MPU architecture
|
|
8085 Bus organization, Demultiplexing the bus AD7-AD0, Generating control signals. ALU, Timing and control unit, Instruction register and decoder, Register array, Decoding and executing aninstruction. | |
Unit-3 |
Teaching Hours:10 |
8085 Machine cycles and bus timings
|
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Opcode fetch machine cycle, Memory read machine cycle, Memory write machine cycle, IO read machine cycle, IO Write machine cycle, Execution time of the instruction cycle. | |
Unit-4 |
Teaching Hours:12 |
Introduction to 8085 programming
|
|
Instructions, Data format and storage, Addressing modes, Instruction classification – Data transfer instructions, Arithmetic instructions, Logical instructions, Branching instructions, Machine control instructions, Assembly language programs Addition / Subtraction of 8 bit data, Interchanging a block of data, Largest of N numbers, Number of 1‘s& 0‘s in a 8-bit data, Look-uptable. | |
Unit-5 |
Teaching Hours:12 |
8085 programming techniques
|
|
Counters and time delays, Time delay using single register and register pair, Stack and subroutines, Call and return instructions, Advanced subroutine concept. Assembly language program Hexadecimal counter, Sum of odd and even numbers , Hex to BCD conversion. | |
Unit-6 |
Teaching Hours:8 |
Interrupts
|
|
Introduction – INTR, TRAP, RST 7.5, 6.5, 5.5, RST n instruction, SIM and RIM instructions. | |
Text Books And Reference Books: [1] Ramesh.S.Goankar ―Microprocessor Architecture, Programming & Applications With 8085‖ - 5th Edition –ISBN 81-87972-09-2,Penram International– 2011. | |
Essential Reading / Recommended Reading [1] Soumitra Kumar Mandal, ―Microprocessors and MicrocontrollersArchitecture, Programming and Interfacing using 8085, 8086 and 8051‖, 1st Ed. TMH, 2011, ISBN- 9780071329200. [2] Krishna Kant, ―Microprocessors And Microcontrollers: Architecture Programming and System Design 8085, 8086, 8051,8096‖, PHI Learning Pvt. Ltd., 2010. [3] M.Rafiquzzaman ―Microprocessors-Theory and Applications‖, Edition PHI, 2009. [4] D.V.Hall ―Microprocessor and Digital System‖, McGraw Hill Publishing Company,2008. | |
Evaluation Pattern CIA: 50 ESE: 50 | |
BCA541E - DIGITAL IMAGE PROCESSING (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
|
Learn the concepts of basic image processing techniques which includes preprocessing, segmentation and object recognition |
|
Course Outcome |
|
CO1: Comprehend the knowledge of image processing techniques. CO2: Analyze image processing techniques in spatial domain. CO3: Design algorithms to solve classification and compression techniques |
Unit-1 |
Teaching Hours:12 |
Fundamentals of Image Processing
|
|
The origins of Digital Image Processing, Elements of Digital Image Processing System. Image Sampling and Quantization, Basic relationships: Neighbors, Connectivity, Distance Measures between pixels, Linear and Non Linear Operations. | |
Unit-2 |
Teaching Hours:12 |
Image Enhancement Techniques
|
|
Gray Level Transformations, Histogram Processing,Histogramequalization. Basics of Spatial Filters, Smoothening and Sharpening SpatialFilters. | |
Unit-3 |
Teaching Hours:12 |
Image Compression and Image restoration techniques
|
|
Huffman coding and Run Length encoding and decoding techniques. A model of the Image Degradation/ Restoration Process, Noise Models, Restoration in the presence of Noise. | |
Unit-4 |
Teaching Hours:12 |
Image Segmentation
|
|
Region Based Segmentation – Region Growing and Region Splitting and Merging. Representation – Chain codes. Point, Line and Edge detection. Thresholding – Global thresholding | |
Unit-5 |
Teaching Hours:12 |
Object recognition
|
|
Introduction to Patterns and Pattern Classes. Minimum distance classifier, K-NN classifier and Bayes. Boundary descriptors –Regional and Topological descriptors | |
Text Books And Reference Books: [1] R.C.Gonzalez & R.E.Woods, Digital Image Processing, 3rd Edition. Pearson Education, 2009. [2] A.K. Jain, Fundamental of Digital Image Processing, 4th Edition. PHI, 2011. | |
Essential Reading / Recommended Reading [1] M. A. Joshi, Digital Image Processing: An algorithmic approach, 2nd Edition. PHI, 2009. [2] B.Chanda, D.Dutta Majumdar, Digital Image Processing and analysis, 1st Edition, PHI, 2011. | |
Evaluation Pattern CIA weightage 50% ESE weightage 50% | |
BCA542A - MULTIMEDIA APPLICATIONS (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
|
Course Description This course teaches students how to fully utilize the latest image editing tool and animation tool to create and manipulate images and animation. Students will learn to paint and retouch images, use layers, support video, work with vector tools, manage digital assets, work with RAW camera files, manage color, and prepare images for output to the web, Prepare 2D animation, interactive presentation, slideshows and Games and Enables the student to think creatively. |
|
Course Outcome |
|
CO1: Through with Design and color Concepts CO2: Prepare Images for Print and Web, Create Layouts for web pages, Paper Adverts, CD covers, Posters, brochure Package Designing, take necessary steps to fix colour issues. Converting B/W photo to color. CO3: Creating Interactive slide Shows, Interactive high graphic Presentations and 2D animation. |
Unit-1 |
Teaching Hours:8 |
Concept of Graphics and Multimedia
|
|
Graphics, Vector Graphics, Raster Graphics, Multimedia Definition, Applications of Multimedia, Advantages of Multimedia, Different types of Medias -Text, Graphics, Image, Animation, Audio, Video, Special Effects, compositing, Morphing, Virtual Reality and its applications. Color theory, typography and File formats- Color Theory, Color Modes, Concept of Digital Images ,Image compression, Different File formats BMP , JPEG , GIF , TIFF , PDF , PSD, WBMP …etc Image for Print and WEB Resolutions, Monitor Configurations, Graphic Card.
| |
Unit-2 |
Teaching Hours:12 |
Getting to know the work area
|
|
Staring to work with Adobe Photoshop, Using tools, option bar and other panels, undoing actions in Photoshop, customizing the workspace, finding resources for using Photoshop. Strategy for retouching, resolution and Image size, straightening and cropping the image, replacing the colors in image, Brush tools and options, adjusting saturation using Sponge tool, repairing with Clone Stamp, spot healing brush tool, applying content-aware patch, unsharp mask, saving image for color printing. About selecting and selection tools, Quick selection tool, Moving selected area, manipulating selections, Magic wand, lasso tools, cropping and erasing with selection, saving and retrival of selection. | |
Unit-3 |
Teaching Hours:12 |
Correcting and Enhancing Digital Photographs
|
|
About layers, layers panel , Rearranging layers, applying gradient to a layer, applying a layer stylet, adding an adjustment layer, updating layer effects, adding a border, flattening and saving files. About camera raw, processing files in camera raw, correcting digital photographs in photoshop, correcting image distortion, adding depth of field. Working with Masks and channels, creating mask, refining mask, creating quick mask, puppet warp, working with channels. About Type, Creating clipping mask from type, creating type on a path, warping point type, designing paragraphs of type.
| |
Unit-4 |
Teaching Hours:12 |
Advanced Compositing and Vector drawing techniques
|
|
Paths and Pen tool, paths with artwork, creating vector objects for background, working with defined custom shapes, importing smart objects, applying filters, hand-coloring selections on a layer, applying smart filters, drop shadow and a border, color schemes , automating multistep task, stitching panorama, finishing image for Print and web. Editing Video, creating video projects, animating text with key frames, creating effects, transitions, adding and muting audio, rendering video. Painting with mixer brush, Selecting brush settings, mixing colors, creating custom brush preset, mixing color with a photograph. Creating slices, exporting HTML and images, using zoomify feature, creating a web gallery. Preparing for PRINT – specifying color Management settings, proofing an image, identifying out-of-gamut colors, saving as CMYK EPS files, printing. | |
Unit-5 |
Teaching Hours:8 |
Introduction to Flash
|
|
Getting to know the workspace, working with library, understanding timeline, using property inspector, using panel, using tools panel, previewing your movie, modifying with content and stage, saving and publishing. Working with Graphics-Understanding strokes and fills, creating shapes, making selections, editing shapes, using gradients and bitmap fills, making patters and decorations, creating curves, creating and editing text. Creating and editing symbols-Importing illustrator files, about symbols, creating symbols, importing Photoshop files, editing and managing symbols, changing the size and position of instance, understanding blend effects, applying filters and special effects.
| |
Unit-6 |
Teaching Hours:8 |
Adding Animation and Interactivity
|
|
About animation, understanding project file, animating position, changing the pacing and timing, All types of tweening, animating filters, animating transformations, swapping tween targets, nested animations, motion blur, easing, animating 3D motion, testing movie. Creating buttons, understanding action Script 3.0, preparing the timeline, adding stop action, creating event handlers for buttons, creating destination key frames, home button with code snippets, code snippets option, and animated buttons. Adding sound and video content to flash project , encoding video files , working with text tools , hyperlinks. Publishing flash documents, understanding publishing, publishing desktop application, publishing for a mobile device. | |
Text Books And Reference Books: [1] Lisa DanaeDayley, Brad Dayley, “Adobe Photoshop CS6 Bible”, John Wiley & Sons, 2012.
[2] Adobe Flash Professional CS6, Adobe Classroom in a Book- The official training workbook from Adobe Systems, Adobe Press, 2012.
| |
Essential Reading / Recommended Reading [1] Lesa Snider, “Photoshop CS6: The Missing Manual”, O’Reilly Media Inc, 1st Edition, 2012. [2] Adobe Photoshop CS6, Adobe Classroom in a Book- The official training workbook from Adobe Systems, Adobe Press, 2012. [3] Chris Grover, “Flash CS6: The Missing Manual”, O’Reilly Media Inc, 1st Edition, 2012.
| |
Evaluation Pattern CIA - 50% ESE - 50% | |
BCA542B - OOAD USING UML (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
|
The course provides instruction and practical experience focusing on the effective use of object-oriented methodology life cycle models and the judicious use of software modelling as applied to a software development process. |
|
Course Outcome |
|
CO1: Understand the object oriented life cycle. CO2: Know how to identify classes, objects, relationships. CO3: Learn the Object Oriented Design process. CO4: Understand about software quality and usability. CO5: Build model use case diagrams. |
Unit-1 |
Teaching Hours:12 |
|||
Complexity
|
||||
| ||||
Unit-2 |
Teaching Hours:10 |
|||
Classes and Objects
|
||||
The Nature of an Object, Relationship among objects, nature of a class, Relationship among classes. | ||||
Unit-3 |
Teaching Hours:8 |
|||
Introduction to Modeling and UML
|
||||
Importance of modeling, principles of modeling, object oriented modeling, overview of UML conceptual model of the UML, Architecture. | ||||
Unit-4 |
Teaching Hours:10 |
|||
Basic Structural Modeling
|
||||
| ||||
Unit-5 |
Teaching Hours:10 |
|||
Basic Behavioral Modeling
|
||||
| ||||
Unit-6 |
Teaching Hours:10 |
|||
Architectural Modeling
|
||||
| ||||
Text Books And Reference Books: [1] Michael Blaha,JamesRumbaugh, Object Oriented Modeling and Design with UML, 2nd Edition, Pearson, 2010. | ||||
Essential Reading / Recommended Reading [1] Grady Booch, Robert A.Makimchul,MichaelW.EagelJimConallen,Kelli A. Houston, Object Oriented Analysis and Design with Applications, 3rd Edition, Pearson Education Inc,2013. [2] Grady Booch, James Rumbaugh, Ivar Jacobson, The Unified Modeling Language User Guide, 2nd Edition, Pearson Education Inc,2013. | ||||
Evaluation Pattern CIA - 50% ESE - 50% | ||||
BCA542C - CYBER SECURITY (2019 Batch) | ||||
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
|||
Max Marks:100 |
Credits:4 |
|||
Course Objectives/Course Description |
||||
This course aims to introduce the core fundamentals concepts of cyber security and privacy related to various processes related to IT sectors.
|
||||
Course Outcome |
||||
CO1: Understand the core fundamentals of system security CO2: Demonstrate the security essentials related to Cyber Security and encryption Concepts CO3: Analyse the Issues related to Privacy and Storage security in different IT domains CO4: Apply and manage security essentials in IT Sector |
Unit-1 |
Teaching Hours:10 |
SYSTEM SECURITY
|
|
Building a secure organization- A Cryptography primer- detecting system Intrusion- Preventing system Intrusion- Fault tolerance and Resilience in cloud computing environments- Security web applications, services and servers. | |
Unit-2 |
Teaching Hours:10 |
NETWORK SECURITY
|
|
Internet Security - Botnet Problem- Intranet security- Local Area Network Security - Wireless Network Security - Wireless Sensor Network Security- Cellular Network Security- Optical Network Security- Optical wireless Security. | |
Unit-3 |
Teaching Hours:10 |
SECURITY MANAGEMENT
|
|
Information security essentials for IT Managers- Security Management System - Policy Driven System Management- IT Security - Online Identity and User Management System - Intrusion and Detection and Prevention System. | |
Unit-4 |
Teaching Hours:10 |
CYBER SECURITY AND CRYPTOGRAPHY
|
|
Cyber Forensics- Cyber Forensics and Incidence Response - Security e-Discovery - Network Forensics - Data Encryption- Satellite Encryption - Password based authenticated Key establishment Protocols. | |
Unit-5 |
Teaching Hours:10 |
PRIVACY AND STORAGE SECURITY
|
|
Privacy on the Internet - Privacy Enhancing Technologies - Personal privacy Policies - Detection of Conflicts in security policies- privacy and security in environment monitoring systems. Storage Area Network Security - Storage Area Network Security Devices - Risk management - Physical Security Essentials. | |
Unit-6 |
Teaching Hours:10 |
CYBER SECURITY POLICY
|
|
Cyber Security Metrics – Security Management Goals – Counting Vulnerabilities – Security Frameworks – E Commerce Systems – Industrial Control Systems – Personal Mobile Devices – Security Policy Objectives – Guidance for Decision Makers – Tone at the Top – Policy as a Project – Cyber Security Management – Arriving at Goals – Cyber Security Documentation – The Catalog Approach – Catalog Format – Cyber Security Policy Taxonomy. | |
Text Books And Reference Books: 1. John R.Vacca, Computer and Information Security Handbook, Second Edition, Elsevier 2013. 2. Michael E. Whitman, Herbert J. Mattord, Principal of Information Security, Fourth Edition, Cengage Learning, 2012.
| |
Essential Reading / Recommended Reading 1. Richard E.Smith, Elementary Information Security, Second Edition, Jones and Bartlett Learning, 2016 2. Jennifer L. Bayuk, J. Healey, P. Rohmeyer, Marcus Sachs, Jeffrey Schmidt, Joseph Weiss “Cyber Security Policy Guidebook” John Wiley & Sons 2012. | |
Evaluation Pattern CIA: 50% ESE: 50% | |
BCA542D - COMPUTER ARCHITECTURE (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
|
The subject deals with basic model of a computer with the concepts on processor design in which data representation and instruction basics are discussed, the basics of design of an ALU, the concepts of memory design including characteristics and features of different types of memories are included. The objective of this course is to study computer architecture design by examining architectural concepts with consideration of performance, usability, reliability, and power management etc. This course covers a number of issues involved in the design and utilization of high performance computingsystems. |
|
Course Outcome |
|
CO1: Understand how computer hardware has evolved to meet the needs of multiprocessing systems and explain and demonstrate the concept of top down approach. CO2: Make a summary on basic operation and state the significant components in computer. CO3: Explain and demonstrate the basic concept of computer organization and computer architecture. |
Unit-1 |
Teaching Hours:9 |
Introduction
|
|
Basic Model of a Computer, Computer Components, Register transfer and Microoperations: Register Transfer Language ,Register Transfer , Bus and Memory Transfers, Arithmetic Microoperations , Logic Microoperations , Shift Microoperations , Arithmetic Logic and ShiftUnit. | |
Unit-2 |
Teaching Hours:9 |
Basic computer organization and design
|
|
Instruction codes, Computer registers, Computer Instruction, Timing and control, Instruction cycle, Memory reference instructions, Input output and Interrupt, Design of basic computer, Design of Accumulator logic. | |
Unit-3 |
Teaching Hours:11 |
Central processing unit
|
|
Introduction, General Register Organization, Stacks organizations- Register stack, Memory stack, Reverse polish notation , Instruction formats- Three address instruction, two address instruction, one address instruction, zero address instruction , Addressing modes, Data transfer and manipulation- Data transfer instructions, Data manipulation instructions. Program control. | |
Unit-4 |
Teaching Hours:11 |
Computer arithmetic
|
|
Introduction, Addition and Subtraction – Addition and subtraction with signed magnitude data, addition and subtraction with signed 2‘s complement data, Multiplication Algorithms- Signed magnitude, Booth multiplication algorithm, array multiplier, Division Algorithms- signed magnitude algorithm, Decimal Arithmetic, Decimal Arithmetic Operation- Addition, Subtraction, Multiplication,Division. | |
Unit-5 |
Teaching Hours:10 |
Input output organization
|
|
Peripheral Device, Input Output Interface – I/O bus and interface modules , I/O versus memory bus, Asynchronous data transfer, Modes of transfer – programmed I/O , Interrupt initiated I/O, Priority Interrupt- Daisy chaining priority, parallel priority interrupt, Priority encoder,Interruptcycle,DirectMemoryAccess–DMAcontrollerandDMAtransfer. | |
Unit-6 |
Teaching Hours:10 |
Memory organization
|
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Serial Access Memories, Access Methods, Memory Organization, Magnetic Surface Recording, Magnetic Disk Memories, Optical Memories, Memory Systems, Multilevel Memories, General Characteristics, Virtual Memory, Locality of Reference, Address Translation, Base Addressing, Cache, Main Features, Cache Organization, Cache operation, AssociativeMemory. Self Learning Memory Technology , Random Access Memory , Organization, Semiconductor RAM, RAM Design, Memory Interleaving | |
Text Books And Reference Books: [1] Mano M Morris, Computer System Architecture, PHI, 4th Edition, 2016. | |
Essential Reading / Recommended Reading [1] Stalling, Williams. Computer Organization and Architecture, 7th Edition,2010. [2] Hayes, John. P. Computer Architecture and Organization 3rd Edition, McGraw-Hill, International Editions,2011. | |
Evaluation Pattern 50% CIA + 50% ESE | |
BCA542E - SYSTEM SOFTWARE (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:4 |
Course Objectives/Course Description |
|
Thie main aim of the course is to learn about the system software, which is software designed to operate and control the computer hardware. Students will be learning different concepts of the system software, like compiler phases. Macro language and processors etc. The objective of the course is
|
|
Course Outcome |
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CO1: Understand the fundamentals of various components of system software. CO2: Analyze the design of various components of system software. CO3: Apply code optimization and code generation techniques for efficient programming.
|
Unit-1 |
Teaching Hours:10 |
||||||||||||||
Introduction
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|||||||||||||||
System Software.Evolution of Components of a Programming System, General Machine Structure - Memory, Registers, Data and Instructions. Machine Language - No Looping, Address modification using instruction as Data and Index registers, Looping. Assembly Language Program using Literals and pseudo -ops. | |||||||||||||||
Unit-2 |
Teaching Hours:10 |
||||||||||||||
Assembler
|
|||||||||||||||
General design procedure, Design of Assembler- Statement of problem, Data Structures, Format of Databases, Algorithm 2-pass assembler in brief with flowchart. | |||||||||||||||
Unit-3 |
Teaching Hours:10 |
||||||||||||||
Macro language and the macro processor
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|||||||||||||||
Macro instructions, Features of Macro facility , Macro instruction argument, Conditional Macro expansions, Macro call within Macro, Implementation | |||||||||||||||
Unit-4 |
Teaching Hours:10 |
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Loaders and linkers
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|||||||||||||||
Loader Schemes - Compile and Go Loader, General Loader scheme, Absolute Loaders, Subroutine Linkages, Relocating Loaders, Direct-Linking Loaders Binders, Linking loaders, Overlays, Dynamic Binders, Design of an Absolute Loader, Design of direct linking loader | |||||||||||||||
Unit-5 |
Teaching Hours:8 |
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Compilers
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Statement of problem – Problem No1 - Recognizing basic elements, Problem No 2 - Recognizing syntactic units and interpreting meaning, Intermediate form , Problem no 3 – storage allocation, problem no 4 – code generation, General model of compiler, General model of compiler | |||||||||||||||
Unit-6 |
Teaching Hours:12 |
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Phases of compilers
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Different phases- Lexical Phase, Syntax Phase, Interpretation Phase, Optimization Phase, Storage Assignment Phase, Code Generation Phase and ,Assembly phase. Passes of a Compiler with flow chart. | |||||||||||||||
Text Books And Reference Books: [1] Donovan, John J, Systems Programming, Tata McGraw-Hill, Reprint., 2010 . | |||||||||||||||
Essential Reading / Recommended Reading [1] D.M.Dhamdere, Introduction to System Software , McGraw-Hill Education, First Reprint,2011. [2] Aho, Sethi&Ullman ,Compilers Principles, techniques and tools, Pearson Education, 2006. | |||||||||||||||
Evaluation Pattern
| |||||||||||||||
BCA551 - PYTHON PROGRAMMING LAB (2019 Batch) | |||||||||||||||
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
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Max Marks:100 |
Credits:2 |
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Course Objectives/Course Description |
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Learn to program and programming paradigms brought in by Python with a focus on File Handling and Regular Expressions |
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Course Outcome |
|||||||||||||||
CO1: Able to walkthrough algorithm CO2: Improve programming skills CO3: Appreciate Python Programming Paradigm CO4: Hands-on Regular Expression CO5: Ability to Text Processing scripts CO6: Write to file handling scripts |
Unit-1 |
Teaching Hours:60 |
List of Lab Programs
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|
1. Implement a sequentialsearch 2. Create a calculatorprogram 3. Explore stringfunctions 4. Implement Selection Sort 5. ImplementStack 6. Read and write into afile 7. Demonstrate usage of basic regularexpression 8. Demonstrate use of advanced regular expressions for datavalidation. 9. Demonstrate use ofList 10. Demonstrate use ofDictionaries 11. CreateCommaSeparateFiles(CSV),LoadCSVfilesintointernalDataStructure 12. Write script to work like a SQL SELECT statement for internal Data Structure made in earlierexercise 13. Write script to work like a SQL Inner Join for an internal Data Structuremade in earlier exercise
14. Demonstrate Exceptions inPython | |
Text Books And Reference Books: [1]. Mark Summerfield, Programming in Python 3 A Complete Introduction to the Python Language, Addison-Wesely Reprint 2011 | |
Essential Reading / Recommended Reading [1]. Allen Downey, Think Python, Version 2.0.17, Green Tea Press, Needham, Massachusetts,2012 | |
Evaluation Pattern CIA 50% ESE 50% | |
BCA552A - MOBILE APPLICATIONS LAB (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:2 |
Course Objectives/Course Description |
|
This course focuses on developing applications for modern Smartphone operating systems. Most of the course is dedicated to Google's Android and Microsoft‘s Windows. Rapid application development techniques are covered, as well as setup of the development environment, real-world testing, anddeployment. • To provide a practical approach to Windows and Android mobile application development. • To make students understand, how to develop and deploy an application to the app market. |
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Course Outcome |
|
CO1: Understand the basic concepts of Mobile application development CO2: Design and develop user interfaces for the Android platforms CO3: Apply Java programming concepts to Android application development CO4: Demonstrate advanced Java programming competency by developing a maintainable and efficient cloud-based mobile application. |
Unit-1 |
Teaching Hours:60 |
List of Programs
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1. Creating “Hello world”Application. 2. Creating an Application that displays message based on the screenorientation. 3. Create an application that displays custom designed OpeningScreen. 4. Play an audio, based on the userevent. 5. Create an UI with allviews. 6. Create menu inApplication. 7. Read/ write the Localdata. 8. Create / Read / Write data with database (SQLite). 9. Create an application to sendSMS. 10. Create an application to send ane-mail. 11. Display Map based on the Current/givenlocation. 12. Learn to deploy androidApplications. | |
Text Books And Reference Books: [1] Wei-Meng Lee, Beginning android 4 application Development, John Wiley & sons, Inc, 2012. [2] Andrew Whitechapel, Sean McKenna, Windows Phone 8 Development Internals, Microsoft Press2013. | |
Essential Reading / Recommended Reading [1] Grant Allen, Beginning Android 4, Apress,2012. [2] Ed Burnette, Hello, Android: Introducing Google's Mobile Development Platform,Pragmatic. Bookshelf (2009), ISBN-13:978-1934356173. [3] Jerome (J.F) DiMarzio , Android - A programmer's Guide, TataMcgraw Hill ,2010, ISBN:9780071070591. [4] Charles Petzold, Programming Windows Phone, Microsoft Press,2010 | |
Evaluation Pattern CIA 50% ESE 50% | |
BCA552B - GRAPHICS AND ANIMATION LAB (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:2 |
Course Objectives/Course Description |
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To acquire knowledge in three dimensional modelling and animation using 3DS Max software and to render the animated scene effectively using light and material design. Objectives of the course are • To design and develop 3D models for various objects • To understand various tools available in 3DS Max to construct/build 3D models |
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Course Outcome |
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CO1: Create real-time 3D objects using 3DS Max. CO2: Add effects to objects using light and material. CO3: Create animated frames. |
Unit-1 |
Teaching Hours:60 |
List of programs
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List of programs 1. Modelling basic objects using standard primitives. 2. Editing shapes with meshes. 3. Transformations and filling of images. 4. Working with color palette and layers. 5. Enhancing objects with lights and shadow. 6. Enhancing models with materials. 7. Creation of images with special effects. 8. Rendering a Scene with layers in the time line. 9. Keyframe animation. 10. Rendering the animation. | |
Text Books And Reference Books: [1] J. Harper, Mastering Autodesk 3ds Max 2013. Sybex, 2012. | |
Essential Reading / Recommended Reading [1] J. Harper, Mastering Autodesk 3ds Max 2013. Sybex, 2012.
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Evaluation Pattern CIA 50% ESE 50% | |
BCA552C - BUSINESS INTELLIGENCE LAB (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:2 |
Course Objectives/Course Description |
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Many organizations have a wealth of data residing in their databases, and generate additional valuable data that is often not captured. Business intelligence BI is the process of collecting and turning this resource into business value. This course will provide an understanding of data organization, and examine the BI processes and techniques used in transforming data to knowledge and value. The fundamental objective of this course is for the student to develop knowledge and expertise on "how to select and/or develop, and deploy an information system. Analyze managerial decision situations to determine whether it is practical to support them with computer technology. |
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Course Outcome |
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CO1: Work on BI development projects in a team environment. CO2: Select and/or develop, and deploy successful business intelligence systems to assist managers in decision making. CO3: Use data analysis techniques to make better business decisions. CO4: Know when to use various data preparation and analysis techniques. CO5: Know the strengths and weaknesses of various data mining tools and methods. |
Unit-1 |
Teaching Hours:60 |
LIST OF PROGRAMS
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1. Practice various data access methods. Representation formats: CSV, FLV, ARFF, XML. 2. Implement data conversion. eg. CSV2ARFF file format conversion in Java. 3. Configuring and testing the ETL tools. 4. Implement pipeline, sampling. 5. Implement surrogate keys. 6. Implement change in dimensions. 7. Practice data source views, dimensions, hierarchies. 8. Implement OLAP explorative data analysis with Pivot Tables. 9. Implement the metrics. 10. Implement Parent-child hierarchies. ROLAP and MOLAP. 11. Implement SQL reporting services. 12. Configuring and testing Weka API 13. Implement data mining preprocessing in Weka explorer and knowledge flow. 14. Implement classification in Weka explorer and knowledge flow. 15. Implement association rules in Weka. Sample tools: SSIS, SSAS, SSRS, Excel, Weka, etc. | |
Text Books And Reference Books: [1] Cindi Howson ,Successful Business Intelligence, Unlock the Value of BI & Big Data Hardcover –Second Edition: Import, 1 Nov2013. [2]Gert H.N. Laursen, JesperThorlund , Business Analytics for Managers: Taking Business Intelligence beyond Reporting Paperback , 26 Sep2013 | |
Essential Reading / Recommended Reading [1] Cindi Howson ,Successful Business Intelligence, Unlock the Value of BI & Big Data Hardcover –Second Edition: Import, 1 Nov2013. [2]Gert H.N. Laursen, JesperThorlund , Business Analytics for Managers: Taking Business Intelligence beyond Reporting Paperback , 26 Sep2013 | |
Evaluation Pattern CIA - 50% ESE - 50% | |
BCA552D - MICROPROCESSOR AND ALP LAB (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:2 |
Course Objectives/Course Description |
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Students are able to understand Assembly level language Programming. |
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Course Outcome |
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CO1: Students are able to write and execute Assembly level language Programs |
Unit-1 |
Teaching Hours:60 |
Lab Programs
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1. Program to add two 8-bit numbers. 2. Program to subtract two 8-bit numbers. 3. Program to add two multi byte binary number. 4. Program to add N one byte numbers. 5. Program to add two BCD numbers. 6. Program to implement multiplication by successive addition method. 7. Program to find square of decimal number using Look-up table. 8. Program to move data block with and without overlap. 9. Program to find the smallest of N numbers. 10. Program to perform linear search over a set of N numbers. Display FF and its position if found otherwise 00. 11. Program to check the 4th bit a number is 0 or 1. Display FF if 1 otherwise display 00. 12. Program to find number of 1‘s and 0‘s in 8-bit number. 13. Program to find sum of ODD and EVEN numbers. 14. Program to sort an array. 15. Program to implement BINARY to BCD conversion using a subroutine. 16. Program to implement decimal up counter. 17. Program to implement real-time clock. 18. Program to display BCA. | |
Text Books And Reference Books: Ramesh.S.Goankar ―Microprocessor Architecture, Programming & Applications With 8085‖ - 5th Edition –ISBN 81-87972-09-2,Penram International – 2011 | |
Essential Reading / Recommended Reading Soumitra Kumar Mandal, ―Microprocessors and Microcontrollers Architecture, Programming and Interfacing using 8085, 8086 and 8051‖, 1st Ed. TMH, 2011, ISBN-9780071329200. | |
Evaluation Pattern CIA - 50% ESE - 50% | |
BCA552E - DIGITAL IMAGE PROCESSING LAB (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:2 |
Course Objectives/Course Description |
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Students are able to understand image types and image processing techniques.
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Course Outcome |
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CO1: Students are able to write and implement various image processing programs CO2: Analyze different filtering methods in Spatial domain. |
Unit-1 |
Teaching Hours:60 |
List of programs
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1. Write a program to display frequency of each pixel occurring in a row of an image. 2. Write a program to convert color images to Gray scale Images. 3. Write a program to perform Rotation of images using different methods. 4. Write a program to perform resizing of images using different methods. 5. Write a program to implement Contrasts tretching 6. Write a program to demonstrate smoothening of animage 7. Write a program to perform non-linear filtering of animage(Median) 8. Write a program to implement of Edge detection 9. Write a program to extract the three color components in theimages 10. Write a program to perform bit plane slicing. | |
Text Books And Reference Books: Text Books And Reference Books
[1] Cindi Howson ,Successful Business Intelligence, Unlock the Value of BI & Big Data Hardcover –Second Edition: Import, 1 Nov2013. [2]Gert H.N. Laursen, JesperThorlund , Business Analytics for Managers: Taking Business Intelligence beyond Reporting Paperback , 26 Sep2013 | |
Essential Reading / Recommended Reading Essential Reading / Recommended Reading[1] Cindi Howson ,Successful Business Intelligence, Unlock the Value of BI & Big Data Hardcover –Second Edition: Import, 1 Nov 2013. [2] Gert H.N. Laursen, JesperThorlund , Business Analytics for Managers: Taking Business Intelligence beyond Reporting Paperback , 26 Sep 2013
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Evaluation Pattern CIA weightage 50% ESE weightage 50% | |
BCA581 - PROJECT-I (2019 Batch) | |
Total Teaching Hours for Semester:60 |
No of Lecture Hours/Week:4 |
Max Marks:100 |
Credits:2 |
Course Objectives/Course Description |
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Student will develop a project based on their based on their field of interest and specialization papers which students are opted for. |
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Course Outcome |
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CO1: Students will successfully complete a project based on the knowledge gained from the semester I to V. |
Unit-1 |
Teaching Hours:60 |
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Project
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Essential Reading / Recommended Reading - | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Evaluation Pattern ESE:50% CIA:50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
BCA671 - MACHINE LEARNING (2019 Batch) | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Total Teaching Hours for Semester:90 |
No of Lecture Hours/Week:6 |
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Max Marks:150 |
Credits:5 |
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Course Objectives/Course Description |
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Machine learning is a discipline that focuses on algorithms which transform data into actionable knowledge. This is an introductory course in machine learning to provide foundation to the core machine learning principles and theirreal word applications. The objective of this course is to provide introduction to the principles and applications of machine learning algorithms. |
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Course Outcome |
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CO1: Understand the basic principles of machine learning models. CO2: Evaluate and prepare data for machine learning models. CO3: Evaluate the performance of machine learning models |
Unit-1 |
Teaching Hours:15 |
UNIT I
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Origins of Machine Learning- Uses and abuses of machine learning- Machine learning successes - limits of machine learning - machine learning ethics-data storage – abstraction – generalization – evaluation - How machines learn- Machine Learning in practice – types of input data – types of machine learning algorithms – matching input data to algorithms Exploring and understanding data – exploring the structure of data – exploring numeric variables–exploringcategoricalvariables–exploringtherelationshipamongvariables Lab Exercises 1. Demonstrate data Exploration (NumericData) 2. Demonstrate data Exploration (Categorical and NominalData) | |
Unit-2 |
Teaching Hours:15 |
UNIT 2
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Lazy Learning – Classification using Nearest neighbor- Understanding nearest neighbor classification- measuring similarity with distance-choosing appropriate K, preparing data for use with KNN-Why is K-NN algorithmLazy Probabilistic Learning – Classification using Naïve Bayes- Understanding naïve Bayes – basic concepts of Bayesian Methods-understanding probability -understanding joint probability- The naïve Bayes algorithm-classification with naïve Bayes- The Laplace corrector, using numeric features for naïveBayes Lab Exercises 1. Demonstrate KNNclassification 2. Demonstrate Naïve Bayesclassification | |
Unit-3 |
Teaching Hours:15 |
UNIT 3
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Divide and conquer-classification using decision trees and rules-understanding decision trees – the C5.0 algorithm - choosing the best split – pruning the decision tree - understanding classification rules – Separate and Conquer – The 1R algorithm – the RIPPER algorithm – Rules from decision tree – what makes trees and rulesgreedy Lab Exercises 1. Demonstrate classification using decisionTree | |
Unit-4 |
Teaching Hours:15 |
UNIT 4
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Forecasting numeric data – regression methods – understanding regression – simple linear regression, ordinary least square estimation – correlations – multiplelinear regression Black box methods – understanding neural networks – from biological to artificial neurons, activation functions-network topology-training neural network with backpropagation Lab Exercises 1. Demonstrate simple linearregression | |
Unit-5 |
Teaching Hours:15 |
UNIT 5
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Finding groups of data – understanding clustering – clustering as machine learning task – using distance to update clusters – choosing appropriate number ofclusters Lab Exercises 1. Demonstrate dataclustering | |
Unit-6 |
Teaching Hours:15 |
UNIT 6
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Evaluating model performance-working with classification and prediction data-closer look at confusion matrices-using confusion matrices to measure performance-beyond accuracy-other measures of performance-visualizing trade offs Lab Exercises 1. Demonstrate classification usingMLP
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Text Books And Reference Books:
Brett Lantz, Machine Learning with R: Expert techniques for predictive modeling, 3rd Edition, Packt Publishing,2019 | |
Essential Reading / Recommended Reading
1. K. P. Murphy, Machine Learning: A Probabilistic Perspective. MIT Press,2012. 2. P. Harrington, Machine Learning in Action. Manning Publications,2012 3. C. M. Bishop, Pattern Recognition and Machine Learning. Springer,2016.
4. S. Marsland, Machine Learning: An Algorithmic Perspective. 1st Ed. Chapman and Hall, 2009 | |
Evaluation Pattern
CIA 50% ESE 50%
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BCA672A - CLOUD COMPUTING (2019 Batch) | |
Total Teaching Hours for Semester:90 |
No of Lecture Hours/Week:6 |
Max Marks:150 |
Credits:5 |
Course Objectives/Course Description |
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This course covers a series of current cloud computing technologies, including technologies for Infrastructure as a Service, Platform as a Service, Software as a Service, and Physical Systems as a Service. For different layers of the cloud technologies, practical solutions such as Google, Amazon, Microsoft,SalesForce.com. |
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Course Outcome |
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CO1: Demonstrate the fundamental principles of distributed computing. CO2: |