Introduction to Artificial IntelligenceUsed to understand scope and basics of AI
Historic Development-300:00
Assignment-1
Assignments 13
Application Areas of Artificial Intelligenceuses of AI in various fields
Historical Development -100:00
Assignments 14
Assignments 15
Quiz-1
Advantages and Disadvantages of AIProns and Cons of Artificial Intelligence
Historic Development 400:00
Assignments 16
Discussion 1
AI Search Techniquesintroduce and implementation of Adhoc and Heuristic Search Techniques
Problem, Problem Space and SearchInterpret the problem as a state space, graph, design heuristics and select amongst different search or game based techniques to solve them.
Blind search techniquesthese are uninformed search techniques
Knowledge Representation
Knowledge Basics18:08
Knowledge Progression11:35
Knowledge Acquisition18:00
Assignment 5
Assignment 6
Quiz-3
Quiz-4
Reasoning and Game Playing
Reasoning Using Certainty Factors; Bayes Theorem00:00
Discussion 500:00
Assignment 7
Assignment 8
Quiz-5
Quiz-6
Expert Systems & Natural Language Processing
Introduction to Natural Language Processing (NLP)00:00
Parsing techniques00:00
Expert system: Definition and applications00:00
Basic components & architecture of expert systems00:00
Assignment 9
Assignment 10
Quiz-7
Quiz-8
Machine Learning and Neural Networks
Discussion 600:00
Assignment 11
Assignment 12
Logical Reasoning Part II
