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TORRENT DETAILS
Udemy - Artificial Intelligence I - Meta-Heuristics And Games In Java
TORRENT SUMMARY
Status:
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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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FILE LIST
Filename
Size
~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
