B.Tech Computer Science and Engineering (Artificial Intelligence and Machine Learning)

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About Program

The Department of CSE (AI&ML) offers a 4-year B.Tech programme. This 4-year undergraduate program of Computer Science & Engineering with specialization in AI (Artificial Intelligence) & Machine Learning is designed to make the students technically sound in emerging areas of Artificial Intelligence.  

The primary aim of the Dept of AI&ML is to spearhead the advancement and novel developments in various application areas and promotion of advanced research and education in the field of Artificial Intelligence. 

The department has very competent faculty to teach specialized courses and elective courses like Machine Learning, Deep Learning, Robotics, etc. 

Career Prospects 

Students of this programme can get promising work opportunities in the areas of Machine Learning and Artificial Intelligence, Big Data & AI Architect, Robotics, and Software Engineering.  

Program Overview

Program Educational Objectives (PEO’s)

  1. Graduates will demonstrate peer recognized technical competency to solve analyze, design, develop, deploy and maintain computing solutions for contemporary problems.
  2. Graduates will demonstrate leadership and initiative to advance professional and organizational goals with commitment to ethical standards of profession, teamwork and respect for diverse cultural background.
  3. Graduates will be engaged in ongoing learning and professional development through pursuing higher education and self-study.
  4. Graduates will be committed to creative practice of engineering and other professions in a responsible manner contributing to the socio-economic development of the society.

Course Curriculum

VCE - R21 Regulations

I Semester

 

S.NO. Code Title of Course L T P Credits
1 A7003 Linear Algebra and Optimization 3 0 0 3
2 A7011 Applied Chemistry 2 0 2 4
3 A7016 English for Communication 2 0 2 3
4 A7501 Problem Solving with Python 2 0 2 3
5 A7701 Introduction to Data Science 3 0 0 3
6 A7702 AI Tools 3 0 0 3

II Semester

S.NO. Code Title of Course L T P Credits
1 A7004 Numerical Methods and Calculus 3 1 0 4
2 A7008 Applied Physics 2 0 2 4
3 A7017 Business English 1 0 2 2
4 A7502 Data Structures 2 0 2 4
5 A7503 Python Programming 0 0 2 1
6 A7204 Fundamentals of Electrical Engineering 2 0 2 3
7 A7303 Engineering Workshop and Computer Aided Drawing 0 0 4 2

 

III Semester

S.NO. Code Title of Course L T P Credits
1 A7019 Managerial Economics and Financial Analysis 3 0 0 3
2 A7505 Discrete Mathematical Structures 3 0 0 3
3 A7703 Introduction to IoT 3 0 2 4
4 A7513 Design and Analysis of Algorithms 3 0 0 3
5 A7704 Foundations of Machine Learning 3 0 2 4
6 A7504 Computer Organization and Architecture 3 0 0 3
7 A7023 Engineering Design Thinking 0 0 2 1
8 A7014 Analytical Reasoning 1 0 0 1
9 A7032 Environmental Science 2 0 0 0

IV Semester

S.NO. Code Title of Course L T P Credits
1 A7007 Statistics for Computer Science 3 1 0 4
2 A7018 Universal Human Values 2: Understanding Harmony 2 1 0 3
3 A7507 Database Management Systems 3 0 2 4
4 A7603 Object Oriented Programming 3 0 2 4
5 A7705 Introduction to Drones 2 0 2 3
6 A7706 Robotic Process Automation 0 0 4 2
7 A7 024 Product Realization 0 0 2 1
8 A7015 Quantitative Aptitude 1 0 0 1
9 A7031 Gender Sensitization 2 0 0 0

V Semester

S.NO. Code Title of Course L T P Credits
1 A7707 Deep Learning and Neural Networks 2 0 2 4
2 A7708 Data Analytics 3 0 2 4
3 A7709 Full-Stack Software Development 3 0 2 4
4 A7710 Fundamentals of Computer Networks 2 0 0 2
5 Professional Elective-I 3 0 0 3
6 Open Elective-I 3 0 0 3
7 A7020 Professional Communication Skills 0 0 2 1
8 A7741 Internship-I 0 0 0 2
9 A7034 The essence of Indian Traditional Knowledge 2 0 0 2

 

VI Semester

S.NO. Code Title of Course L T P Credits
1 A7514 Big Data Analytics 3 0 2 4
2 A7711 AI for Natural Language Processing 2 0 2 3
3 A7511 Cloud Computing and Virtualization 3 0 2 3
4 Professional Electve-II 3 0 0 3
5 Professional Elective-III 3 0 0 3
6 Open Elective-II 3 0 0 3
7 A7742 Mini-Project 0 0 4 2
8 A7033 Indian Constitution 2 0 0 0
9 A7035 Research Methodology 2 0 0 0

VII Semester

S.NO. Code Title of Course L T P Credits
1 A7712 Reinforcement Learning 3 0 0 3
2 A7713 Digital Image Processing 3 0 2 4
3 Professional Elective-IV 3 0 0 3
4 Professional Elective-V 3 0 0 3
5 Open Elective III 3 0 0 3
6 A7743 Internship-II 0 0 0 2
7 A7744 Project Work Phase-I 0 0 4 2

VIII Semester

S.NO. Code Title of Course L T P Credits
1 Professional Elective – VI 3 0 0 3
2 Open Elective – II 3 0 0 3
3 A7745 Project Phase – II 0 0 16 8

VCE - R20 Regulations

I Semester

S.NO. Code Title of Course L T P Credits
1 A6001 Linear Algebra and Ordinary Differential Equations 3 0 2 4
2 A6006 Applied Chemistry 3 0 2 4
3 A6009 English for Communication 2 0 2 3
4 A6501 Problem Solving with Python 2 0 2 3
5 A6201 Basic Electrical Engineering 3 0 2 4
6 A6021 Social Innovation 0 0 2 1

II Semester

S.NO. Code Title of Course L T P Credits
1 A6002 Numerical Methods and Calculus 3 0 2 4
2 A6003 Applied Physics 3 0 2 4
3 A6010 Business English 1 0 2 2
4 A6502 Data Structures 3 0 2 4
5 A6301 Engineering Graphics 1 0 4 3
6 A6302 Engineering Workshop 0 0 2 1
7 A6022 Engineering Exploration 0 0 2 1

III Semester

S.NO. Code Title of Course L T P Credits
1 A6016 Managerial Economics and Financial Analysis 3 0 0 3
2 A6506 Digital Design and Computer Organization 3 0 0 3
3 A6701 Introduction to Drones 2 0 2 3
4 A6702 Foundations of Machine Learning 3 0 2 4
5 A6703 Advanced Data Structures and Algorithms 3 0 2 4
6 A6503 Discrete Mathematical Structures 3 0 0 3
7 A6023 Engineering Design Thinking 0 0 2 1
8 A6014 Analytical Reasoning 1 0 0 1
9 A6032 Environmental Science 2 0 0 0

IV Semester

S.NO. Code Title of Course L T P Credits
1 A6012 Probability Distributions and Statistics 3 1 0 4
2 A6015 Universal Human Values 2: Understanding Harmony 2 1 0 3
3 A6704 Data Base and Data Warehouse System 2 0 2 3
4 A6705 Robotic Process Automation 2 0 2 3
5 A6601 Object Oriented Programming 3 0 2 4
6 A6706 Artificial Intelligence Principles and Techniques 3 0 0 3
7 A6024 Product Realization 0 0 2 1
8 A6013 Quantitative Aptitude 1 0 0 1
9 A6031 Gender Sensitization 2 0 0 0

V Semester

S.NO. Code Title of Course L T P Credits
1 A6707 Data Analytics 2 0 2 4
2 A6708 Deep Learning and Neural Network 3 0 2 4
3 A6709 Full-Stack Software Development 3 0 2 4
4 Professional Elective -I 3 0 0 3
5 Open Elective-I 3 0 0 3
6 A6017 Professional Communication Skills 0 0 2 1
7 A6741 Internship-I 0 0 0 2
8 A6034 The essence of Indian Traditional Knowledge 2 0 0 0
9 A6710 Fundamentals of Computer Networks 2 0 0 2

VI Semester

S.NO. Code Title of Course L T P Credits
1 A6513 Cloud Computing and Virtualization 3 0 2 4
2 A6605 Mobile Application Development 3 0 2 4
3 A6711 Digital Image Processing 2 0 2 3
4 Professional Electve-II 3 0 0 3
5 Professional Elective-III 3 0 0 3
6 Open Elective-II 3 0 0 3
7 A6024 Product Realization 0 0 2 1
8 A6013 Quantitative Aptitude 1 0 0 1
9 A6031 Gender Sensitization 2 0 0 0

VII Semester

S.NO. Code Title of Course L T P Credits
1 A6712 AI for Natural Language Processing 2 0 2 3
2 A6515 Big Data Analytics 3 0 2 4
3 Professional Elective-IV 3 0 0 3
4 Professional Elective-V 3 0 0 3
5 Open Elective III 3 0 0 3
6 A6743 Internship-II 0 0 0 2
7 A6744 Project Work Phase-I 0 0 4 2

VIII Semester

S.NO. Code Title of Course L T P Credits
1 Professional Elective – VI 3 0 0 3
2 Open Elective – II 3 0 0 3
3 A6745 Project Phase – II 0 0 16 8