M.Tech.
Computer and Information Science (2018) |
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Semester
- I |
| Sl.
No. |
Course
code |
Course
Title |
Core/Elective |
Credits |
Lec. |
Lab |
Marks |
1 |
CSC3101 |
Mathematical
concepts for computer science |
C |
4 |
4 |
3 |
100 |
2 |
CSC3102 |
Machine
Learning Algorithms |
C |
4 |
4 |
3 |
100 |
3 |
CSC3103 |
Design
and Analysis of Algorithms |
C |
3 |
4 |
1 |
100 |
4 |
CSC3104 |
Algorithms
Lab |
C |
1 |
0 |
3 |
50 |
5 |
- |
Elective
I |
E |
3 |
3 |
1 |
100 |
6 |
- |
Elective
II |
E |
3 |
3 |
1 |
100 |
Total
for Semester I |
18 |
18 |
12 |
550 |
Electives |
| CSC
3105: Virtualized Systems |
| CSC
3106: Computational Linguistics |
| CSC
3107: Advanced Optimization Techniques |
| CSC
3108: Algorithms for Modern Data Models |
| CSC
3109: Wireless Communications & Networking |
| CSC
3110: Digital Image and Video Processing |
| CSC
3111: Mathematics for Machine Learning |
Semester
- II |
1 |
CSC3201 |
Algorithms
for Massive Datasets |
C |
4 |
4 |
3 |
100 |
2 |
CSC3202 |
Probabilistic
Graphical Models |
C |
4 |
4 |
3 |
100 |
3 |
CSC3203 |
Seminar |
C |
1 |
0 |
4 |
50 |
4 |
- |
Elective
III |
E |
3 |
4 |
1 |
100 |
5 |
- |
Elective
IV |
E |
3 |
4 |
1 |
100 |
6 |
- |
Elective
V |
E |
3 |
4 |
1 |
100 |
Total
for Semester II |
18 |
17 |
13 |
550 |
Electives |
| CSC
3204: Bioinformatics |
| CSC
3205: Programming Massively Parallel Processors |
| CSC
3206: Computer Vision |
| CSC
3207: Modelling Cyber Physical Systems |
| CSC
3208: Number Theory and Cryptography |
| CSC
3209: Algorithmic Game Theory |
| CSC
3210: Deep Learning |
| CSC
3211: Image and Video Coding |
| CSC
3212: Visual Quality Assessment |
| CSC
3213: Reinforcement Learning |
| CSC 3214: Natural Language Processing with Deep Learning |
| CSC 3215: Deep Learning for Computer Vision |
Semester
- III |
1 |
CSC3301 |
Project
& Viva Voce |
C |
18 |
0 |
15 |
400 |
Semester
- IV |
1 |
CSC3302 |
Project
& Viva Voce |
C |
18 |
0 |
25 |
500 |
Total
credits for Degree: 72 |
