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Computer science is the scientific and practical approach to computation and its applications.

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Course Syllabus
  • Mod-01 Lec-01 Artificial Intelligence: Introduction
  • Mod-01 Lec-02 Introduction to AI
  • Mod-01 Lec-03 AI Introduction Philosophy
  • Mod-01 Lec-04 AI Introduction
  • Mod-01 Lec-05 Introduction Philosophy
  • Mod-01 Lec-06 State Space Search Intro
  • Mod-01 Lec-07 Search-DFS and BFS
  • Mod-01 Lec-8 Search DFID
  • Mod-01 Lec-9 Heuristic Search
  • Mod-01 Lec-10 Hill Climbing
  • Mod-01 Lec-11 Solution Space Search,Beam Search
  • Mod-01 Lec-12 TSP Greedy Methods
  • Mod-01 Lec-13 Tabu Search
  • Mod-01 Lec-14 Optimization I (Simulated Annealing)
  • Mod-01 Lec-15 Optimization II (Genetic Algorithms)
  • Mod-01 Lec-16 Population Based Methods for Optimization
  • Mod-01 Lec-17 Population Based Methods II
  • Mod-01 Lec-18 Branch and Bound,Dijkstra's Algorithm
  • Mod-01 Lec-19 A* Algorithm
  • Mod-01 Lec-20 Admissibility of A*
  • Mod-01 Lec-21 A* Monotone Property,Iteractive Deeping A*
  • Mod-01 Lec-22 Recursive Best First Search,Sequence Allignment
  • Mod-01 Lec-23 Pruning the Open and Closed Lists
  • Mod-01 Lec-24 Problem Decomposition with goal Trees
  • Mod-01 Lec-25 AO * Algorithm
  • Mod-01 Lec-26 Game Playing
  • Mod-01 Lec-27 Game Playing Minimax Search
  • Mod-01 Lec-28 Game Playing AlphaBeta
  • Mod-01 Lec-29 Game Playing SSS
  • Mod-01 Lec-30 Rule Based Systems
  • Mod-01 Lec-31 Inference Engines
  • Mod-01 Lec-32 Rete Algorithm
  • Mod-01 Lec-33 Planning
  • Mod-01 Lec-34 Planning FSSP,BSSP
  • Mod-01 Lec-35 Goal Stack Planning Sussman's Anomaly
  • Mod-01 Lec-36 Non Linear Planning
  • Mod-01 Lec-37 Plan Space Planning
  • Mod-01 Lec-38 Graph Plan
  • Mod-01 Lec-39 Constraint Satisfaction Problems
  • Mod-01 Lec-40 CSP Continued
  • Mod-01 Lec-41 Knowlege Based Systems
  • Mod-01 Lec-42 Knowledge Based Systems PL
  • Mod-01 Lec-43 Propositional Logic
  • Mod-01 Lec- 44 Resolution Refutation for PL
  • Mod-01 Lec-45 First Order Logic (FOL)
  • Mod-01 Lec-46 Reasoning in FOL
  • Mod-01 Lec-47 Backward Chaining
  • Mod-01 Lec-48 Resolution for FOL

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