Learn Artificial Intelligence : Video Tutorials

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★ Table of Contents ★

1) A Star Algorithm (Solved Problem)

2) Crypt Arithmetic Problem

3) The Expert Shell System Architecture

4) Knowledge Representation

5) Hill Climbing Approach

6) Alpha Beta Pruning

7) Constraint Satisfaction Problem

8) The Resolution Process

9) Best First Search Algorithm

10) Conjunctive Normal Form (CNF)

11) A* Algorithm

12) Simplified Memory Bounded

13) The Water Jug Problem

14) The Bayesian Belief Network

15) Learning using Decision Trees

16) Simulated Annealing (SA)

17) The Unsupervised Learning (Clustering)

18) Expectation Maximization Algorithm

19) The Dempster Shafer Theory (DST)

20) The 8 Puzzle Problem (EPP) (Solved

21) The Tower Of Hanoi (Solved Problem)

22) Introduction to Artificial Intelligence

23) Structure of Intelligent Agents

24) Simple Reflex Agent

25) Model Based Agent

26) Goal Based Agent

27) Learning Agents

28) Utility Based Agent

29) Knowledge Extraction

30) Forward Reasoning (Modus Ponen)

31) Backward Reasoning (Modus Tollen)

32) Introduction to Robotics

33) Robotic Locomotion

34) Natural Language Processing (NLP)

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