B.Tech. Curriculum

Minor in Artificial Intelligence and Machine Learning (AI/ML)

Eligibility

This minor is open to all B.Tech./DD students except for students of B.Tech./DD in CSE and ID DD in Data Science.

Requirement

The student is required to complete 4 courses from the courses list below.

Notes

1. The department might not offer all these courses every year.
2. There will be NO special SEAT allocation for students looking to declare a minor in AI/ML.
3. It is the student's responsibility to ensure that the required pre-requisites are satisfied for the courses taken.
4. This list may be updated from time to time by the Department.
5. Courses from other Departments (except an approved list from the DSAI Dept, shown below), and NPTEL or onlinecourses will not be considered as equivalent to the courses listed, to claim the Minor.
6. A particular course can be used to claim one Minor only.

S. No.	Course Number	Course Title	Remarks
1	CS5691	Pattern Recognition and Machine Learning
2	CS6011	Kernel Methods for Pattern Analysis
3	CS6046	Multi-Armed Bandits
4	CS6250	Memory based Reasoning in AI
5	CS6251	Computational Models of Cognition
6	CS6260	Automated Planning and Learning
7	CS6300	Speech Technology
8	CS6350	Computer Vision
9	CS6370	Natural Language Processing
10	CS6380	Artificial Intelligence
11	CS6464	Concepts in Statistical Learning Theory
12	CS6515	Stochastic Optimization
13	CS6680	Planning and Constraint Satisfaction
14	CS6691	Deployability Aspects of Machine Learning
15	CS6700	Reinforcement Learning	Equivalent to DA6400
16	CS6720	Data Mining
17	CS6730	Probabilistic Graphical Models
18	CS6741	Statistical Foundations of Data Science
19	CS6770	Knowledge Representation and Reasoning
20	CS6777	Optimization Methods for Computer Vision Applications
21	CS6790	Geometry and Photometry based Image Formation
22	CS6852	Theory and Applications of Ontologies
23	CS6886	Systems Engineering for Deep Learning
24	CS6910	Fundamentals of Deep Learning	Equivalent to DA6401
25	CS7011	Topics in Reinforcement Learning
26	CS7012	Multilayer Network Models and Algorithms
27	CS7016	Topics in Deep Learning
28	CS7020	Advances in Theory of Deep Learning
29	DA5001	Privacy in AI
30	DA5400	Foundations of Machine Learning
31	DA6300	Quantum Computing and Machine Learning
32	DA6360	Advanced Optimization for Machine Learning
33	DA6400	Introduction to Reinforcement Learning	Equivalent to CS6700
34	DA6401	Introduction to Deep Learning	Equivalent to CS6910
35	DA6701	Data Science and AI for Finance

Minor in Computing

Eligibility

This minor is open to all B.Tech./DD students except for students of B.Tech./DD in CSE.

Requirement

The student is required to complete 4 courses from the CSE Theory or Theory+Lab courses other than CS1100 and CS1111.

Notes

1. There will be NO special SEAT allocation for students looking to declare a minor in Computing.
2. It is the student's responsibility to ensure that the required pre-requisites are satisfied for the courses taken.
3. Courses from other Departments, and NPTEL or online courses will not be considered as equivalent courses to claim the Minor.
4. A particular course can be used to claim one Minor only.