M.Tech TA 2-year Curriculum(from Aug 2022 batch onward)

Semester 1Credits
AI5030Probability and Stochastic Processes3
AI5000Foundations of Machine Learning3
EE5609Matrix Theory3
CS6013/ ID2230Advanced Data Structures and Algorithms/ Data Structures & Applications3
AI Electives (baskets below)1
LA5180Communication Skills: Advanced*1
Total13


Semester 2Credits
AI5100Deep Learning3
AI Electives (baskets below)9
AI5016Industry Lecture Series**1
Total13

SummerCredits
AI6105Thesis stage - I3
Total3

Semester 3Credits
AI6205Thesis stage - II9
Total9
Semester 4Credits
AI6305Thesis stage - III12
Total12
  • *Communication Skills and **Industry Lecture Series may be taken either in sem 1 and sem 2 depending on the availability.
  • Department electives can be completed any semester, within the first 1 years.
  • Electives not in the given basket lists can be considered with approval of faculty advisor (e.g. a new AI elective offered by a new faculty).


M.Tech 2 Year Curriculum


Please find the lastest curriculum here

Pleae find the lastest Academics handbook here

Semester 1Credits
AI5000Foundations of Machine Learning3
AI5030Probability and Stochastic Processes3
MA4020Linear Algebra3
AI5005Advanced Data Structures and Algorithms3
AI5001Introduction to Modern AI1
Total13


Semester 2Credits
AI5100Deep Learning3
AI/ML Electives (baskets below)8
AI5301M.Tech Thesis (TA) stage - I2
Total13

SummerCredits
AI5302MTech Thesis(TA) stage - II2
Total2

Semester 3Credits
AI5303MTech Thesis (TA) stage - III10
Total10
Semester 4Credits
AI5304MTech Thesis (TA) stage - IV10
Total10


Summary of Credits
Core Theory16
Department Core8
Thesis24
Total48


AI Electives

CourseCredits
Intro to Statistical Learning Theory1
Kernel Methods1
Sequence Models1
Bayesian Data Analysis1
Non-linear Control Techniques1
Optimisation Methods in Machine Learning/Convex Optimization3
Information Theory and Coding3
Stochastic Processes for Machine Learning1
Introduction to Submodular Functions1
Artificial Intelligence2
CourseCredits
Information Retrieval3
Natural Language processing3
Data Mining3
Text Processing3
Computer Vision3
Speech Systems3
Image and Video Processing3
Surveillance Video Analytics, Visual Big data analytics, Video content analysis3
Computer Vision for Autonomous Vehicle Technology3
Parallel & Concurrent Programming3
Distributed Computing3