Artificial Intelligence - Part 1 - Overview in Tamil | UGC NET Computer Science Unit 10 Outline

This video will introduce you to artificial intelligence and will give you a summary on topics from Artificial Intelligence unit in UGC NET Computer Science & Applications syllabus. Topics discussed in this video are Approaches to AI, Knowledge Representation, Planning and Natural Language Processing. PDF Content Link: https://letussharehere.blogspot.com/2... Though the audio track is in Tamil, the content inside the video is in English so that anyone can follow! Share your thoughts about the video in comments! Share with people who are in the process of preparation! 00:00:00 Start 00:00:26 Artificial Intelligence 00:02:50 Turing Test 00:10:15 Rational Agent 00:14:57 Types of Agents 00:17:43 State Space Representation of Problems 00:21:39 Heuristic Search Techniques 00:22:23 Informed Search Algorithms 00:31:30 Uninformed Search Algorithms 00:33:16 Game Playing 00:37:05 Min-Max search 00:41:47 Alpha Beta Cutoff Procedures 00:43:24 Knowledge 00:46:24 Types of Knowledge 00:49:44 Approaches to Knowledge Representation 00:53:27 Techniques of Knowledge Representation 00:53:37 Logic 00:54:32 Semantic Networks 00:56:39 Frames 01:00:13 Rules 01:04:05 Scripts 01:06:22 Conceptual Dependency 01:10:14 Ontologies 01:17:03 Expert Systems 01:18:16 Components of Expert Systems 01:21:34 Handling Uncertainty in Knowledge 01:26:06 Planning 01:28:27 Components of a Planning System 01:36:32 Blocks-World planning problem 01:38:03 Linear Planning 01:39:52 Goal Stack Planning 01:43:48 Non-Linear Planning 01:48:43 Partial Order Planning 01:52:55 Hierarchical Planning 01:56:25 STRIPS 02:01:51 Natural Language Processing 02:03:03 Phases of NLP 02:05:31 Steps to Build NLP pipeline 02:09:49 Types of Grammar 02:14:55 Parsing Techniques 02:18:14 Semantic Analysis 02:21:12 Techniques of Semantic Analysis 02:24:13 Pragmatics