Mathematics For Artificial Intelligence

This is a M.Sc. Second year course offered at SRM Institute of Science and Technology, Chennai.

Course Code: PMA21G01T.

Scope of the course: 

• Understand the solution methods for solving system.

• Acquaint knowledge on the concept of Linear transformation.

• Understanding the concept of eigenvalues and eigenvectors.

• Understand the concept of probability and random variable.

• Acquire knowledge in Probability distribution.

• Familiarize in applying linear algebra and probability theory.

References: 

• Marc Peter Deisenroth, A. Aldo Faisal, and Cheng Soon Ong, Mathematics for machine learning, Cambridge University press, 2020.

• Xian-Da Zhang, A Matrix Algebra Approach to Artificial Intelligence , Springer 2020.

Venue: UB43

Class Timings: 

• Mon 8:15 AM - 9:05 AM and 9:05 AM - 9:55 AM

• Wed 11:00 AM - 11:45 AM