Block 1 – Artificial Intelligence – Introduction
Introduction to Artificial Intelligence
Problem Solving Using Search
Uninformed and Informed Search
Predicate and Propositional Logic
Block 2 – Artificial Intelligence – Knowledge Representation
First Order Logic
Rule based Systems and other formalism
Probabilistic Reasoning
Fuzzy and Rough Set
Block 3 – Machine Learning – I
Introduction to Machine Learning Methods
Classification
Regression
Neural Networks and Deep Learning
Block 4 – Machine Learning – II
Feature Selection and Extraction
Association Rules
Clustering
Machine Learning Programming using Python
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