Artificial Intelligence Principles, and Practices Part I
Learn the Foundations and become an AI expert
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7.5 hours
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Jun 2024
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What you will learn
Artificial Intelligence Concepts, Principles a nd practices
Introduction: Intelligent Agents – Agents and environments - Good behaviour – The nature of Agents - Intelligent Agents, Problem Solving Agents,
Acting under uncertainty – Inference using full joint distributions; –Independence; Bayes’ rule and its use; –The Wumpus world revisited
Searching Techniques: Problem-Solving Agents, Well-defined problems and solutions, Formulating problems, Real- world problems.
Uninformed Search Strategies, Breadth-first search, Uniform-cost search, Depth-first search, Depth-limited search, Iterative deepening depth-first search,
Bidirectional search, Informed (Heuristic) Search Strategies, Greedy best-first search, A* search: Minimizing the total estimated solution cost,
Heuristic Functions. The effect of heuristic accuracy on performance. Beyond Classical Search, Local Search Algorithms and Optimization Problems,
Genetic Algorithms and its applications
Related Topics
4327386
udemy ID
9/30/2021
course created date
10/23/2021
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