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.

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Though the audio track is in Tamil, the content inside the video is in English so that anyone can follow!
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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