D Y Patil International University, Akurdi, Pune

Introduction to Artificial Intelligence

Unit 1: Introduction to AI

Overview of AI, Goals of AI, Contributes to AI, Programming with and without AI, Applications of AI.

Unit 2: Fundamental Concepts of AI

Intelligence, Difference between human and machine intelligence, Composition of Intelligence, Types of learning, Domain of AI, Concepts of Agents and their environment.

Unit 3: Types of Searching

Search concepts, Types of search, BFS, DFS, and Heuristic Approach.

Unit 4: ML Concepts

Introduction to Machine Learning, Types of Machine Learning: Supervised learning and unsupervised learning, Cluster and Classification, LSTM Algorithm, RNN, etc