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