COURSE OBJECTIVES

Ø To understand the concepts of machine learning.

Ø To appreciate supervised and unsupervised learning and their applications.

Ø To understand the theoretical and practical aspects of Probabilistic Graphical Models.

Ø To appreciate the concepts and algorithms of reinforcement learning.

Ø To learn aspects of computational learning theory.