Artificial Intelligence - Part 2 - Overview in Tamil | UGC NET Computer Science Unit 10 Outline

This video will give you a summary on topics from Artificial Intelligence unit in UGC NET Computer Science & Applications syllabus. Topics discussed in this video are Multi Agent Systems, Fuzzy Sets, Genetic Algorithms and Artificial Neural Networks. 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 Continuation 00:00:19 Multi Agent Systems 00:08:09 Agents and Objects 00:11:17 Agents and Expert Systems 00:13:29 Generic Structure of Multi agent systems 00:20:00 Agent Communication 00:23:37 Semantic Web 00:32:48 Knowledge Sharing using Ontologies 00:39:17 Agent Development Tools 00:42:38 Fuzzy Logic 00:48:08 Membership Functions 00:50:10 Fuzzification vs Defuzzification 00:52:09 Fuzzy Sets 00:53:33 Operations on Fuzzy Sets 00:56:00 Linguistic Variables 00:57:06 Fuzzy Relations 00:58:33 Fuzzy Rules 00:59:18 Fuzzy Inference System 01:03:52 Fuzzy Control System 01:06:43 Fuzzy Rule Based Systems 01:09:36 Example of Fuzzy Logic System 01:13:49 Genetic Algorithms 01:16:22 Encoding Strategies 01:17:50 Genetic Operators 01:19:24 GA cycle 01:33:26 Problem Solving using GA 01:34:49 Artificial Neural Networks 01:40:04 Learning in ANN 01:40:49 Supervised Learning 01:45:08 Unsupervised Learning 01:47:43 Reinforcement Learning 01:50:48 Single Perceptron 01:51:08 Multi layer Perceptron 01:52:25 Back Propagation 01:55:37 Activation Function 02:00:19 Self Organizing Maps 02:03:25 Hopfield Network 02:09:17 Conclusion Around 01:58:42, take it as: - infinity to + infinity