M.Tech - AI
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Programme structure Overall Structure of the Program
Students will be encouraged to take up interdisciplinary projects for fulfilling their MTP requirements. Relevance of this project with the theme of specialization would be decided by the steering committee of this specialization.
Max number of credits one can register in a semester = 24 Semester I
Semester II
Semester III
Semester IV
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Area of Research for Internship/ Project :
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Core topics in Artificial Intelligence (AI), Machine Learning (ML) and Data Mining (DM). Applications of AI/ML/DM in areas such as Internet of Things, Computer Vision and Image processing are also included. |
Appendix A- List of AI Program Core
S.no |
Course No |
Course Title |
L-T-P-S-C |
Credits |
1 |
CS503 |
Machine Learning |
3-0-2-7-4 |
4 |
2 |
CS512 |
Artificial Intelligence |
3-0-2-7-4 |
4 |
3 |
CS521 |
Fundamentals of Data Sciences |
2-0-2-5-3 |
3 |
4 |
CS524 |
Data Mining |
3-0-0-6-3 |
3 |
5 |
CS504 |
Artificial Neural Networks (Deep Learning) |
3-0-0-6-3 |
3 |
6 |
CS533 |
Reinforcement learning |
3-0-0-6-3 |
3 |
Appendix B- List of AI Program Electives (at least 3 other courses from this list)
S.no |
Course No |
Course Title |
L-T-P-S-C |
Credits |
1 |
CS503 |
Machine Learning |
3-0-2-7-4 |
4 |
2 |
CS504 |
Artificial Neural Networks |
3-0-0-6-3 |
3 |
3 |
CS507 |
Multimedia System |
2-0-2-5-3 |
3 |
4 |
CS512 |
Artificial Intelligence |
3-0-2-7-4 |
4 |
5 |
CS512 |
Artificial Intelligence |
3-0-2-7-4 |
4 |
6 |
CS517 |
Digital Image Processing and Analysis |
2-1-2-4-3 |
3 |
7 |
CS518 |
Computer Vision |
2-0-2-5-3 |
3 |
8 |
CS521 |
Fundamentals of Data Science |
2-0-2-5-3 |
3 |
9 |
CS522 |
Social Computing and Networks |
2-0-2-5-3 |
3 |
10 |
CS524 |
Data Mining |
3-0-0-6-3 |
3 |
11 |
CS530 |
Autonomous MultiAgent Systems |
2-0-2-5-3 |
3 |
12 |
CS532 |
Security Analytics |
2-0-2-5-3 |
3 |
13 |
CS533 |
Reinforcement Learning |
2-0-2-5-3 |
3 |
14 |
CS535 |
Introduction To Game Theory And Mechanism Design |
3-1-0-5-3 |
3 |
15 |
CS539 |
Internet of Things |
3-0-0-6-3 |
3 |
16 |
CS545 |
Computer Graphics Lab |
0-0-2-1-1 |
1 |
17 |
CS612 |
Advanced Machine Learning |
2-0-2-5-3 |
3 |
18 |
CS615 |
Biomedical Image Processing & Analysis |
2-0-2-5-3 |
3 |
19 |
CS616 |
Advanced Computer Vision |
2-0-2-5-3 |
3 |
20 |
CS617 |
Affective Computing and Interaction |
2-0-2-5-3 |
3 |
21 |
CS621 |
Probabilistic Graphical Models |
3-0-0-6-3 |
3 |
22 |
CS623 |
Multimedia Surveillance Systems |
2-0-2-5-3 |
3 |
23 |
CS720 |
Advanced Spatial Computing |
3-0-0-6-3 |
3 |
24 |
CS724 |
Advanced Data Mining |
2-0-2-5-3 |
3 |
25 |
CS546 |
INTRODUCTION TO CYBER PHYSICAL SYSTEMS |
2-0-2-5-3 |
3 |