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.

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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 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