Foundations of Artificial Intelligence and Machine Learning

Overview and Objectives

This course is an introduction to the modern AI and ML with equal emphasis on foundational concepts and practice on real world problems.

Course will expose foundations of modern AI along with enough attention to the recent explosion of machine learning techniques such as deep learning. The content of the course is split into three modules which is delivered in the form lectures, hands-on session, case-studies and real world projects.


Module 1: Problem Formulation and Solving

Module 2: Closer Look at AIML Algorithms

Module 3: Deep Learning and Practical Issues


This course gives equal emphasis on (i) Lectures/classroom learning and (ii) Laboratory sessions and Practice on real-life problems.