University of Mumbai's

Garware Institute of Career Education and Development

NAAC Re-accredited with 'A++' Grade

B.Sc. Artificial Intelligence & Machine Learning

+ Semester I

Subject Code Subject Name Internal External Marks Credit
BSCAIMLS1MJP1 Problem solving using C++ 50 50 100 4.00
BSCAIMLS1MJP2 Mathematic-1 25 25 50 2.00
BSCAIMLS1P3 Fundamentals of Computers 25 25 50 2.00
BSCAIMLS1P4 Fundamentals of E-commerce 25 25 50 2.00
BSCAIMLS1P5 Office Automation 50 -- 50 2.00
BSCAIMLS1P6 Window operating system 25 25 50 2.00
BSCAIMLS1P7 Fundamentals of Communication 25 25 50 2.00
BSCAIMLS1P8 Environmental Studies 25 25 50 2.00
BSCAIMLS1P9 Indian Knowledge System 25 25 50 2.00
BSCAIMLS1P10 Basics of Yoga 50 -- 50 2.00
Total 550 22.00

+ Semester II

Subject Code Subject Name Internal External Marks Credit
BSCAIMLS2MJP11 Data structures and algorithms 50 50 100 4.00
BSCAIMLS2MJP12 Introduction to Computer organization & Architecture 25 25 50 2.00
BSCAIMLS2MRP13 Discrete Structure 25 25 50 2.00
BSCAIMLS2P14 Principle of Management 25 25 50 2.00
BSCAIMLS2P15 Fundamentals of Linux Programming 25 25 50 2.00
BSCAIMLS2P16 Accounting Package 50 -- 50 2.00
BSCAIMLS2P17 Web Technology-1 25 25 50 2.00
BSCAIMLS2P18 Professional Communication Skills 25 25 50 2.00
BSCAIMLS2P19 Cyber Law and Ethics 25 25 50 2.00
BSCAIMLS2P20 Health and Wellness 50 -- 50 2.00
Total 550 22.00

+ Semester III

Subject Code Subject Name Internal External Marks Credit
BSCAIMLS3MJP21 Problem solving Using Python 50 50 100 4.00
BSCAIMLS3MJP22 Introduction to Databases Management System 50 50 100 4.00
BSCAIMLS3MRP23 Probability and Statistics 50 50 100 4.00
BSCAIMLS3P24 Introduction to Data Science 25 25 50 2.00
BSCAIMLS3P25 Computer Multimedia and Animation 50 -- 50 2.00
BSCAIMLS3P26 Co-operate Grooming 25 25 50 2.00
BSCAIMLS3P27 Field Project -I 50 -- 50 0.00
BSCAIMLS3P28 Foundation Day 50 -- 50 2.00
Total 550 20.00

+ Semester IV

Subject Code Subject Name Internal External Marks Credit
BSCAIMLS4MJP29 Data communication & Networking 50 50 100 4.00
BSCAIMLS4MJP30 Fundamentals of Artificial Intelligence and Learning Agents 50 50 100 4.00
BSCAIMLS4MRP31 Programming in JAVA 50 50 100 4.00
BSCAIMLS4P32 Introduction to R programming 25 25 50 2.00
BSCAIMLS4P33 Digital Marketing 25 25 50 2.00
BSCAIMLS4P34 Personality development and soft skills 25 25 50 2.00
BSCAIMLS4P35 Use of Artificial Intelligence On society and Industry 25 25 50 2.00
BSCAIMLS4P36 Seminar and workshop presentation skills 50 -- 50 2.00
Total 550 22.00

+ Semester V

Subject Code Subject Name Internal External Marks Credit
BSCAIMLS5MJP37 Iintroduction to Machine Learning-1 50 50 100 4.00
BSCAIMLS5MJP38 Software Engineering and Methodologies 50 50 100 4.00
BSCAIMLS5M39 Cloud Computing OR Data mining and Warehousing 50 50 100 4.00
BSCAIMLS5MRP40 Business Analytic & Data Visualization 50 50 100 4.00
BSCAIMLS5P41 Web Technology-2 50 50 100 4.00
BSCAIMLS5P42 Application of AIML in Industry/Society 50 -- 50 2.00
Total 550 22.00

+ Semester VI

Subject Code Subject Name Internal External Marks Credit
BSCAIMLS6MJP43 Introduction to Machine Learning-II 50 50 100 4.00
BSCAIMLS6MJP44 Introduction to Natural Language Processing (NLP) 50 50 100 4.00
BSCAIMLS6MJP45 Machine learning lab 50 -- 50 2.00
BSCAIMLS6P46 Introduction to IOT OR Big Data Analytic 50 50 100 4.00
BSCAIMLS6PMR47 Web Analytic (Social Network Media, etc) 50 50 100 4.00
BSCAIMLS6 P48 OJT: IT 100 -- 100 4.00
Total 550 22.00
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