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Udemy - Artificial Intelligence I - Meta-Heuristics and Games in Java

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Description
[ DevCourseWeb.com ] Artificial Intelligence I: Meta-Heuristics and Games in Java



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Last Updated 03/2022

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English + srt | Duration: 83 lectures (9h 10m) | Size: 2.4 GB



Graph Algorithms, Genetic Algorithms, Simulated Annealing, Swarm Intelligence, Minimax, Heuristics and Meta-Heuristics



What you'll learn

Get a good grasp of artificial intelligence

Understand how AI algorithms work

Understand graph search algorithms - BFS, DFS and A* search

Understand meta-heuristics

Understand genetic algorithms

Understand simulated annealing

Understand swarm intelligence and particle swarm optimization

Understand game trees

Understand minimax algorithm and alpha-beta pruning

Tic Tac Toe game from scratch with minimax algorithm



Requirements

Basic Java (SE)



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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - Artificial Intelligence I - Meta-Heuristics and Games in Java
  • ~Get Your Files Here !/01 - Introduction/001 Introduction.mp4 16.5 MB
  • ~Get Your Files Here !/01 - Introduction/001 Introduction_en.srt 2.9 KB
  • ~Get Your Files Here !/02 - Why Should You Learn Artificial Intelligence/001 What is AI good for.mp4 13.6 MB
  • ~Get Your Files Here !/02 - Why Should You Learn Artificial Intelligence/001 What is AI good for_en.srt 4.3 KB
  • ~Get Your Files Here !/03 - ### PATHFINDING ALGORITHMS (GRAPHS) ###/001 Why to consider graph algorithms.mp4 7.1 MB
  • ~Get Your Files Here !/03 - ### PATHFINDING ALGORITHMS (GRAPHS) ###/001 Why to consider graph algorithms_en.srt 5.3 KB
  • ~Get Your Files Here !/04 - Breadth-First Search (BFS)/001 What is breadth-first search.mp4 26.9 MB
  • ~Get Your Files Here !/04 - Breadth-First Search (BFS)/001 What is breadth-first search_en.srt 12 KB
  • ~Get Your Files Here !/04 - Breadth-First Search (BFS)/002 Breadth-first search implementation.mp4 49.8 MB
  • ~Get Your Files Here !/04 - Breadth-First Search (BFS)/002 Breadth-first search implementation_en.srt 12 KB
  • ~Get Your Files Here !/04 - Breadth-First Search (BFS)/003 Applications of breadth-first search.mp4 3.8 MB
  • ~Get Your Files Here !/04 - Breadth-First Search (BFS)/003 Applications of breadth-first search_en.srt 3.4 KB
  • ~Get Your Files Here !/05 - Depth-First Search (DFS)/001 What is depth-first search.mp4 25.5 MB
  • ~Get Your Files Here !/05 - Depth-First Search (DFS)/001 What is depth-first search_en.srt 12.8 KB
  • ~Get Your Files Here !/05 - Depth-First Search (DFS)/002 Depth-first search implementation I - with stack.mp4 59.4 MB
  • ~Get Your Files Here !/05 - Depth-First Search (DFS)/002 Depth-first search implementation I - with stack_en.srt 16.1 KB
  • ~Get Your Files Here !/05 - Depth-First Search (DFS)/003 Depth-first search implementation II - with recursion.mp4 28.1 MB
  • ~Get Your Files Here !/05 - Depth-First Search (DFS)/003 Depth-first search implementation II - with recursion_en.srt 6.3 KB
  • ~Get Your Files Here !/05 - Depth-First Search (DFS)/004 Depth-first search and stack memory visualization.mp4 17.7 MB
  • ~Get Your Files Here !/05 - Depth-First Search (DFS)/004 Depth-first search and stack memory visualization_en.srt 8.7 KB
  • ~Get Your Files Here !/05 - Depth-First Search (DFS)/005 Memory comparison of graph traversal algorithms.mp4 7.6 MB
  • ~Get Your Files Here !/05 - Depth-First Search (DFS)/005 Memory comparison of graph traversal algorithms_en.srt 6.2 KB
  • ~Get Your Files Here !/05 - Depth-First Search (DFS)/006 Applications of depth-first search.mp4 5.3 MB
  • ~Get Your Files Here !/05 - Depth-First Search (DFS)/006 Applications of depth-first search_en.srt 4.3 KB
  • ~Get Your Files Here !/06 - Course Challenge #1 - Maze Escape/001 Maze problem introduction.mp4 14.7 MB
  • ~Get Your Files Here !/06 - Course Challenge #1 - Maze Escape/001 Maze problem introduction_en.srt 7.3 KB
  • ~Get Your Files Here !/06 - Course Challenge #1 - Maze Escape/002 Course challenge #1 - maze problem.html 902 B
  • ~Get Your Files Here !/06 - Course Challenge #1 - Maze Escape/003 Maze problem implementation.mp4 71.7 MB
  • ~Get Your Files Here !/06 - Course Challenge #1 - Maze Escape/003 Maze problem implementation_en.srt 22.9 KB
  • ~Get Your Files Here !/06 - Course Challenge #1 - Maze Escape/004 Maze problem stack memory visualization.mp4 11.8 MB
  • ~Get Your Files Here !/06 - Course Challenge #1 - Maze Escape/004 Maze problem stack memory visualization_en.srt 10.4 KB
  • ~Get Your Files Here !/07 - Iterative Deepening Depth-First Search (IDDFS)/001 Enhanced search algorithms introduction (IDDFS).mp4 18.1 MB
  • ~Get Your Files Here !/07 - Iterative Deepening Depth-First Search (IDDFS)/001 Enhanced search algorithms introduction (IDDFS)_en.srt 5.9 KB
  • ~Get Your Files Here !/07 - Iterative Deepening Depth-First Search (IDDFS)/002 Iterative deepening depth-first search (IDDFS) implementation.mp4 47 MB
  • ~Get Your Files Here !/07 - Iterative Deepening Depth-First Search (IDDFS)/002 Iterative deepening depth-first search (IDDFS) implementation_en.srt 14.4 KB
  • ~Get Your Files Here !/08 - A Search Algorithm/001 A search introduction.mp4 37.1 MB
  • ~Get Your Files Here !/08 - A Search Algorithm/001 A search introduction_en.srt 13.8 KB
  • ~Get Your Files Here !/08 - A Search Algorithm/002 A search illustration.mp4 14.2 MB
  • ~Get Your Files Here !/08 - A Search Algorithm/002 A search illustration_en.srt 11.5 KB
  • ~Get Your Files Here !/08 - A Search Algorithm/003 A search implementation I.mp4 49.1 MB
  • ~Get Your Files Here !/08 - A Search Algorithm/003 A search implementation I_en.srt 13.9 KB
  • ~Get Your Files Here !/08 - A Search Algorithm/004 A search implementation II.mp4 70 MB
  • ~Get Your Files Here !/08 - A Search Algorithm/004 A search implementation II_en.srt 15.5 KB
  • ~Get Your Files Here !/08 - A Search Algorithm/005 A search implementation III.mp4 19.2 MB
  • ~Get Your Files Here !/08 - A Search Algorithm/005 A search implementation III_en.srt 3.5 KB
  • ~Get Your Files Here !/08 - A Search Algorithm/006 Path finding algorithms comparison.mp4 17.7 MB
  • ~Get Your Files Here !/08 - A Search Algorithm/006 Path finding algorithms comparison_en.srt 3.1 KB
  • ~Get Your Files Here !/09 - ### OPTIMIZATION ###/001 Brute-force method.mp4 15.4 MB
  • ~Get Your Files Here !/09 - ### OPTIMIZATION ###/001 Brute-force method_en.srt 6.9 KB
  • ~Get Your Files Here !/09 - ### OPTIMIZATION ###/002 Brute-force method implementation.mp4 28 MB
  • ~Get Your Files Here !/09 - ### OPTIMIZATION ###/002 Brute-force method implementation_en.srt 8.6 KB
  • ~Get Your Files Here !/09 - ### OPTIMIZATION ###/003 Hill climbing method.mp4 11.2 MB
  • ~Get Your Files Here !/09 - ### OPTIMIZATION ###/003 Hill climbing method_en.srt 5.3 KB
  • ~Get Your Files Here !/09 - ### OPTIMIZATION ###/004 Hill climbing method implementation.mp4 20.6 MB
  • ~Get Your Files Here !/09 - ### OPTIMIZATION ###/004 Hill climbing method implementation_en.srt 6.4 KB
  • ~Get Your Files Here !/10 - ### META-HEURISTICS ###/001 Heuristics and meta-heuristics.mp4 16.1 MB
  • ~Get Your Files Here !/10 - ### META-HEURISTICS ###/001 Heuristics and meta-heuristics_en.srt 12.9 KB
  • ~Get Your Files Here !/11 - Simulated Annealing/001 What is simulated annealing.mp4 39.7 MB
  • ~Get Your Files Here !/11 - Simulated Annealing/001 What is simulated annealing_en.srt 13.8 KB
  • ~Get Your Files Here !/12 - Simulated Annealing Implementation - Continuous Functions/001 Simulated annealing - function extremum I.mp4 14.6 MB
  • ~Get Your Files Here !/12 - Simulated Annealing Implementation - Continuous Functions/001 Simulated annealing - function extremum I_en.srt 5 KB
  • ~Get Your Files Here !/12 - Simulated Annealing Implementation - Continuous Functions/002 Simulated annealing - function extremum II.mp4 66.8 MB
  • ~Get Your Files Here !/12 - Simulated Annealing Implementation - Continuous Functions/002 Simulated annealing - function extremum II_en.srt 13.5 KB
  • ~Get Your Files Here !/12 - Simulated Annealing Implementation - Continuous Functions/003 Simulated annealing - function extremum III.mp4 27.8 MB
  • ~Get Your Files Here !/12 - Simulated Annealing Implementation - Continuous Functions/003 Simulated annealing - function extremum III_en.srt 5.6 KB
  • ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/001 What is the travelling salesman problem.mp4 26 MB
  • ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/001 What is the travelling salesman problem_en.srt 9.2 KB
  • ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/002 Travelling salesman problem I - city.mp4 39.8 MB
  • ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/002 Travelling salesman problem I - city_en.srt 10.8 KB
  • ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/003 Travelling salesman problem II - tour.mp4 71.2 MB
  • ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/003 Travelling salesman problem II - tour_en.srt 17 KB
  • ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/004 Travelling salesman problem III - annealing algorithm.mp4 75.4 MB
  • ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/004 Travelling salesman problem III - annealing algorithm_en.srt 12.7 KB
  • ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/005 Travelling salesman problem IV - testing.mp4 21.6 MB
  • ~Get Your Files Here !/13 - Simulated Annealing Implementation - Combinatorial Optimization/005 Travelling salesman problem IV - testing_en.srt 5.6 KB
  • ~Get Your Files Here !/14 - Genetic Algorithms/001 Genetic algorithms introduction - basics.mp4 25.4 MB
  • ~Get Your Files Here !/14 - Genetic Algorithms/001 Genetic algorithms introduction - basics_en.srt 8 KB
  • ~Get Your Files Here !/14 - Genetic Algorithms/002 Genetic algorithms introduction - chromosomes.mp4 18.9 MB
  • ~Get Your Files Here !/14 - Genetic Algorithms/002 Genetic algorithms introduction - chromosomes_en.srt 6 KB
  • ~Get Your Files Here !/14 - Genetic Algorithms/003 Genetic algorithms introduction - crossover.mp4 23.7 MB
  • ~Get Your Files Here !/14 - Genetic Algorithms/003 Genetic algorithms introduction - crossover_en.srt 9.7 KB
  • ~Get Your Files Here !/14 - Genetic Algorithms/004 Genetic algorithms introduction - mutation.mp4 10 MB
  • ~Get Your Files Here !/14 - Genetic Algorithms/004 Genetic algorithms introduction - mutation_en.srt 8.1 KB
  • ~Get Your Files Here !/14 - Genetic Algorithms/005 Genetic algorithms introduction - selection.mp4 8.3 MB
  • ~Get Your Files Here !/14 - Genetic Algorithms/005 Genetic algorithms introduction - selection_en.srt 7.2 KB
  • ~Get Your Files Here !/14 - Genetic Algorithms/006 Genetic algorithms introduction - the algorithm.mp4 11.7 MB
  • ~Get Your Files Here !/14 - Genetic Algorithms/006 Genetic algorithms introduction - the algorithm_en.srt 3.8 KB
  • ~Get Your Files Here !/14 - Genetic Algorithms/007 What is elitism.mp4 9.7 MB
  • ~Get Your Files Here !/14 - Genetic Algorithms/007 What is elitism_en.srt 5.5 KB
  • ~Get Your Files Here !/14 - Genetic Algorithms/008 Advantages and limitations of genetic algorithms.mp4 11.2 MB
  • ~Get Your Files Here !/14 - Genetic Algorithms/008 Advantages and limitations of genetic algorithms_en.srt 8 KB
  • ~Get Your Files Here !/15 - Genetic Algorithms Implementation - Simple Example/001 Genetic algorithm implementation I - individual.mp4 67.4 MB
  • ~Get Your Files Here !/15 - Genetic Algorithms Implementation - Simple Example/001 Genetic algorithm implementation I - individual_en.srt 17.3 KB
  • ~Get Your Files Here !/15 - Genetic Algorithms Implementation - Simple Example/002 Genetic algorithm implementation II - population.mp4 41.1 MB
  • ~Get Your Files Here !/15 - Genetic Algorithms Implementation - Simple Example/002 Genetic algorithm implementation II - population_en.srt 8.3 KB
  • ~Get Your Files Here !/15 - Genetic Algorithms Implementation - Simple Example/003 Genetic algorithm implementation III - the algorithm.mp4 92.1 MB
  • ~Get Your Files Here !/15 - Genetic Algorithms Implementation - Simple Example/003 Genetic algorithm implementation III - the algorithm_en.srt 17 KB
  • ~Get Your Files Here !/15 - Genetic Algorithms Implementation - Simple Example/004 Genetic algorithm implementation IV - testing.mp4 46.3 MB

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