HOME "Will be updated in future" CS3491 Syllabus - Artificial Intelligence And Machine Learning - 2021 Regulation Anna University CS3491 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING LTPC 3024 COURSE OBJECTIVES: • The main objectives of this course are to: • Study about uninformed and Heuristic search techniques. • Learn techniques for reasoning under uncertainty • Introduce Machine Learning and supervised learning algorithms • Study about ensembling and unsupervised learning algorithms • Learn the basics of deep learning using neural networks UNIT I PROBLEM SOLVING 9 Introduction to AI - AI Applications - Problem solving agents – search algorithms – uninformed search strategies – Heuristic search strategies – Local search and optimization problems – adversarial search – constraint satisfaction problems (CSP) UNIT II PROBABILISTIC REASONING 9 Acting under uncertainty – Bayesian inference – naïve bayes models. Probabi...