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Showing posts from June, 2025

21CS303 - ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

Syllabus and Course Plan Course Plan AIML Text Books Russel and Norwig Ethem Alpaydin Unit Wise Materials UNIT - I : PROBLEM SOLVING 1.1 1.2 1.3 1.4 1.5 1.6 Short Notes CSP Problem UNIT - II : PROBABILISTIC REASONING 2.1 2.2 2.3 2.4 2.5 Short Notes - Unit 2 UNIT - III : KNOWLEDGE REPRESENTATION 3.1 3.2 3.3 3.4 3.5 Short Notes - Unit 3 UNIT - IV : SUPERVISED LEARNING 4.1 4.2 4.3 4.4 4.4.1 4.5 4.6 Short Notes - Unit 4 (Part 1) Short Notes - Unit 4 (Part 2) UNIT - V : UNSUPERVISED LEARNING AND ENSEMBLE TECHNIQUES 5.1 5.2 5.3 Short Notes - Unit 5

Department - Vision and Mission

Vision To become a Center of Excellence in the field of Computer Science and Engineering upholding social values. Mission Our Mission is to 1. Heightening the knowledge of the faculty in recent trends through continuous development programmes. 2. Transforming the students into globally competent and technically well-equipped Computer Professionals with strong theoretical and practical knowledge. 3. Cultivating the spirit of social and ethical values for the cause of development of our Nation.