[ DevCourseWeb.com ] Udemy - A.I. and Combinatorial Optimization with Meta-Heuristics

Creation Time	June 21, 2023, 7:10 a.m.
Last Access Time	Sept. 1, 2026, 10:21 p.m.
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Keywords	A and Meta-Heuristics I with - Udemy DevCourseWeb Combinatorial Optimization com
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~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/2. Particle swarm optimization implementation II.mp4 106.1 MB
~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/3. Knapsack problem implementation.mp4 96.8 MB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/3. Genetic algorithm implementation III.mp4 87.3 MB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/3. Sudoku problem implementation II.mp4 75.9 MB
~Get Your Files Here !/6. Challange #2 - Maze Solver/3. Maze problem implementation.mp4 72.3 MB
~Get Your Files Here !/4. Challange #1 - WebCrawler/3. WebCrawler basic implementation.mp4 70.7 MB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/2. Sudoku problem implementation I.mp4 65.0 MB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/4. Travelling salesman problem implementation III.mp4 61.2 MB
~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/3. N queens problem implementation II.mp4 59.6 MB
~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/1. Particle swarm optimization implementation I.mp4 55.4 MB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/5. Genetic algorithm implementation V - elitism.mp4 54.4 MB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/4. Sudoku problem implementation III.mp4 52.3 MB
~Get Your Files Here !/17. Particle Swarm Optimization/3. Particle swarm optimization introduction - the algorithm.mp4 52.1 MB
~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/2. Simulated annealing implementation II.mp4 51.3 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/21. Sorting.mp4 50.6 MB
~Get Your Files Here !/17. Particle Swarm Optimization/1. What is swarm intelligence.mp4 49.0 MB
~Get Your Files Here !/7. A Search Algorithm/4. A search implementation II.mp4 48.9 MB
~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/2. Breadth-first search implementation.mp4 48.5 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/18. Sets in Python.mp4 47.1 MB
~Get Your Files Here !/21. Appendix #2 - Functions/3. Positional arguments and keyword arguments.mp4 46.1 MB
~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/3. Simulated annealing implementation III.mp4 44.5 MB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/4. Genetic algorithm implementation IV.mp4 42.8 MB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/3. Travelling salesman problem implementation II.mp4 42.3 MB
~Get Your Files Here !/4. Challange #1 - WebCrawler/2. What are WebCrawlers (core of search engines).mp4 41.4 MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/17. Comparing objects - overriding functions.mp4 40.2 MB
~Get Your Files Here !/17. Particle Swarm Optimization/2. Particle swarm optimization introduction - basics.mp4 40.2 MB
~Get Your Files Here !/9. Simulated Annealing/1. What is simulated annealing.mp4 39.7 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/6. Lists in Python - advanced operations.mp4 39.3 MB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/2. Travelling salesman problem implementation I.mp4 39.1 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/17. Dictionaries in Python.mp4 38.5 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/1. How to measure the running time of algorithms.mp4 37.3 MB
~Get Your Files Here !/7. A Search Algorithm/1. What is the A search algorithm.mp4 37.1 MB
~Get Your Files Here !/24. Appendix #5 - NumPy/3. Dimension of arrays.mp4 36.3 MB
~Get Your Files Here !/21. Appendix #2 - Functions/11. What is recursion.mp4 35.3 MB
~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/3. Particle swarm optimization implementation III.mp4 34.8 MB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/1. Genetic algorithm implementation I.mp4 34.7 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/14. What are linked list data structures.mp4 34.5 MB
~Get Your Files Here !/24. Appendix #5 - NumPy/6. Reshape.mp4 33.8 MB
~Get Your Files Here !/24. Appendix #5 - NumPy/2. Creating and updating arrays.mp4 33.8 MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/3. Using the constructor.mp4 33.6 MB
~Get Your Files Here !/8. ### META-HEURISTICS ###/1. What are meta-heuristic approaches.mp4 33.6 MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/12. Polymorphism and abstraction example.mp4 33.3 MB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/1. What is depth-first search.mp4 32.5 MB
~Get Your Files Here !/24. Appendix #5 - NumPy/4. Indexes and slicing.mp4 31.5 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/9. How to use multiple conditions.mp4 31.4 MB
~Get Your Files Here !/7. A Search Algorithm/3. A search implementation I.mp4 31.4 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/16. Hashing and O(1) running time complexity.mp4 31.0 MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/4. Class variables and instance variables.mp4 31.0 MB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/2. Depth-first search implementation.mp4 29.5 MB
~Get Your Files Here !/7. A Search Algorithm/2. A search illustration.mp4 29.3 MB
~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/1. What is the N-queens problem.mp4 29.1 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/4. Strings.mp4 28.2 MB
~Get Your Files Here !/24. Appendix #5 - NumPy/9. Stacking and merging arrays.mp4 27.7 MB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/1. What is the Sudoku problem.mp4 27.0 MB
~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/1. What is breadth-first search.mp4 26.9 MB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/1. What is the travelling salesman problem (TSP).mp4 26.1 MB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/5. Travelling salesman problem implementation IV.mp4 25.8 MB
~Get Your Files Here !/13. Genetic Algorithms/1. Genetic algorithms introduction - basics.mp4 25.4 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/5. String slicing.mp4 25.1 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/3. What are array data structures I.mp4 25.0 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/4. What are array data structures II.mp4 25.0 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/15. Doubly linked list implementation in Python.mp4 24.5 MB
~Get Your Files Here !/17. Particle Swarm Optimization/4. Exploration and exploitation trade-off.mp4 24.3 MB
~Get Your Files Here !/13. Genetic Algorithms/3. Genetic algorithms introduction - crossover.mp4 23.7 MB
~Get Your Files Here !/13. Genetic Algorithms/8. Advantages and limitations of genetic algorithms.mp4 23.3 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/7. Lists in Python - list comprehension.mp4 22.9 MB
~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/2. N queens problem implementation I.mp4 22.8 MB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/2. Genetic algorithm implementation II.mp4 22.5 MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/15. Modules.mp4 21.8 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/5. Lists in Python.mp4 21.7 MB
~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/2. What is the knapsack problem.mp4 21.3 MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/9. The super keyword.mp4 21.2 MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/11. What is polymorphism.mp4 21.2 MB
~Get Your Files Here !/13. Genetic Algorithms/4. Genetic algorithms introduction - mutation.mp4 20.8 MB
~Get Your Files Here !/6. Challange #2 - Maze Solver/4. Maze problem stack memory visualization.mp4 20.7 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/7. Operators.mp4 20.6 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/19. Break and continue.mp4 20.4 MB
~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/1. Simulated annealing implementation I.mp4 20.2 MB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/4. Depth-first search and stack memory visualization.mp4 19.8 MB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/5. Sudoku problem implementation IV.mp4 19.8 MB
~Get Your Files Here !/24. Appendix #5 - NumPy/5. Types.mp4 19.3 MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/7. Private variables and name mangling.mp4 19.1 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/13. Loops - for loop.mp4 19.0 MB
~Get Your Files Here !/13. Genetic Algorithms/2. Genetic algorithms introduction - chromosomes.mp4 18.9 MB
~Get Your Files Here !/21. Appendix #2 - Functions/2. Defining functions.mp4 18.9 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/13. Mutability and immutability.mp4 18.5 MB
~Get Your Files Here !/21. Appendix #2 - Functions/8. Yield operator.mp4 18.3 MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/10. Function (method) override.mp4 18.2 MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/8. What is inheritance in OOP.mp4 18.0 MB
~Get Your Files Here !/7. A Search Algorithm/5. A search implementation III.mp4 17.9 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/8. Conditional statements.mp4 17.8 MB
~Get Your Files Here !/7. A Search Algorithm/6. Path finding algorithms comparison.mp4 17.7 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/12. Logical operators.mp4 17.6 MB
~Get Your Files Here !/21. Appendix #2 - Functions/1. What are functions.mp4 17.3 MB
~Get Your Files Here !/24. Appendix #5 - NumPy/1. What is the key advantage of NumPy.mp4 17.2 MB
~Get Your Files Here !/13. Genetic Algorithms/5. Genetic algorithms introduction - selection.mp4 17.1 MB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/3. Depth-first search implementation with recursion.mp4 16.9 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/6. Type casting.mp4 16.7 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/2. What are the basic data types.mp4 15.7 MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/16. The __str__ function.mp4 15.7 MB
~Get Your Files Here !/2. ### GRAPH ALGORITHMS ###/1. Why to consider graph algorithms.mp4 15.4 MB
~Get Your Files Here !/21. Appendix #2 - Functions/10. What are the most relevant built-in functions.mp4 15.4 MB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/5. Memory comparison of graph traversal algorithms.mp4 15.3 MB
~Get Your Files Here !/24. Appendix #5 - NumPy/10. Filter.mp4 15.2 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/18. Enumerate.mp4 15.1 MB
~Get Your Files Here !/21. Appendix #2 - Functions/14. Local vs global variables.mp4 15.0 MB
~Get Your Files Here !/6. Challange #2 - Maze Solver/2. Maze problem introduction.mp4 14.9 MB
~Get Your Files Here !/21. Appendix #2 - Functions/15. The __main__ function.mp4 14.8 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/12. What are tuples.mp4 14.7 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/14. Loops - while loop.mp4 14.4 MB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/2. Data structures introduction.mp4 13.8 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/1. First steps in Python.mp4 13.7 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/17. What are nested loops.mp4 13.2 MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/1. What is object oriented programming (OOP).mp4 12.5 MB
~Get Your Files Here !/13. Genetic Algorithms/7. What is elitism.mp4 12.3 MB
~Get Your Files Here !/21. Appendix #2 - Functions/5. Returning multiple values.mp4 12.2 MB
~Get Your Files Here !/13. Genetic Algorithms/6. Genetic algorithms introduction - the algorithm.mp4 11.8 MB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/6. Applications of depth-first search.mp4 11.4 MB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/2. Class and objects basics.mp4 10.5 MB
~Get Your Files Here !/1. Introduction/1. Introduction.mp4 9.4 MB
~Get Your Files Here !/21. Appendix #2 - Functions/9. Local and global variables.mp4 8.9 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/20. Calculating Fibonacci-numbers.mp4 8.4 MB
~Get Your Files Here !/21. Appendix #2 - Functions/4. Returning values.mp4 8.2 MB
~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/3. Applications of breadth-first search.mp4 8.1 MB
~Get Your Files Here !/20. Appendix #1 - Python Basics/3. Booleans.mp4 6.8 MB
~Get Your Files Here !/1. Introduction/ai.pptx 2.2 MB
~Get Your Files Here !/25. COURSE MATERIALS/ai.pptx 2.2 MB
~Get Your Files Here !/6. Challange #2 - Maze Solver/3. Maze problem implementation.srt 19.2 KB
~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/2. Particle swarm optimization implementation II.srt 19.0 KB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/3. Sudoku problem implementation II.srt 18.9 KB
~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/3. Knapsack problem implementation.srt 18.2 KB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/3. Genetic algorithm implementation III.srt 17.6 KB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/2. Sudoku problem implementation I.srt 17.5 KB
~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/3. N queens problem implementation II.srt 15.0 KB
~Get Your Files Here !/17. Particle Swarm Optimization/3. Particle swarm optimization introduction - the algorithm.srt 14.5 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/1. How to measure the running time of algorithms.srt 14.4 KB
~Get Your Files Here !/7. A Search Algorithm/1. What is the A search algorithm.srt 14.0 KB
~Get Your Files Here !/9. Simulated Annealing/1. What is simulated annealing.srt 13.9 KB
~Get Your Files Here !/17. Particle Swarm Optimization/2. Particle swarm optimization introduction - basics.srt 13.8 KB
~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/1. Particle swarm optimization implementation I.srt 13.7 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/21. Sorting.srt 12.9 KB
~Get Your Files Here !/4. Challange #1 - WebCrawler/3. WebCrawler basic implementation.srt 12.9 KB
~Get Your Files Here !/8. ### META-HEURISTICS ###/1. What are meta-heuristic approaches.srt 12.9 KB
~Get Your Files Here !/21. Appendix #2 - Functions/3. Positional arguments and keyword arguments.srt 12.8 KB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/1. What is depth-first search.srt 12.8 KB
~Get Your Files Here !/7. A Search Algorithm/4. A search implementation II.srt 12.4 KB
~Get Your Files Here !/24. Appendix #5 - NumPy/3. Dimension of arrays.srt 12.2 KB
~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/1. What is breadth-first search.srt 12.0 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/17. Dictionaries in Python.srt 12.0 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/14. What are linked list data structures.srt 11.7 KB
~Get Your Files Here !/21. Appendix #2 - Functions/11. What is recursion.srt 11.6 KB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/4. Travelling salesman problem implementation III.srt 11.5 KB
~Get Your Files Here !/7. A Search Algorithm/2. A search illustration.srt 11.5 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/16. Hashing and O(1) running time complexity.srt 11.2 KB
~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/2. Breadth-first search implementation.srt 11.0 KB
~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/1. What is the N-queens problem.srt 10.9 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/18. Sets in Python.srt 10.9 KB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/2. Travelling salesman problem implementation I.srt 10.9 KB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/1. What is the Sudoku problem.srt 10.6 KB
~Get Your Files Here !/24. Appendix #5 - NumPy/4. Indexes and slicing.srt 10.5 KB
~Get Your Files Here !/7. A Search Algorithm/3. A search implementation I.srt 10.5 KB
~Get Your Files Here !/6. Challange #2 - Maze Solver/4. Maze problem stack memory visualization.srt 10.4 KB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/17. Comparing objects - overriding functions.srt 10.1 KB
~Get Your Files Here !/24. Appendix #5 - NumPy/6. Reshape.srt 10.1 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/9. How to use multiple conditions.srt 10.1 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/4. Strings.srt 9.8 KB
~Get Your Files Here !/13. Genetic Algorithms/3. Genetic algorithms introduction - crossover.srt 9.8 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/4. What are array data structures II.srt 9.6 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/6. Lists in Python - advanced operations.srt 9.6 KB
~Get Your Files Here !/24. Appendix #5 - NumPy/2. Creating and updating arrays.srt 9.6 KB
~Get Your Files Here !/17. Particle Swarm Optimization/1. What is swarm intelligence.srt 9.5 KB
~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/2. Simulated annealing implementation II.srt 9.4 KB
~Get Your Files Here !/17. Particle Swarm Optimization/4. Exploration and exploitation trade-off.srt 9.3 KB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/4. Sudoku problem implementation III.srt 9.2 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/3. What are array data structures I.srt 9.2 KB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/4. Depth-first search and stack memory visualization.srt 9.0 KB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/1. Genetic algorithm implementation I.srt 9.0 KB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/1. What is the travelling salesman problem (TSP).srt 9.0 KB
~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/3. Simulated annealing implementation III.srt 8.6 KB
~Get Your Files Here !/24. Appendix #5 - NumPy/9. Stacking and merging arrays.srt 8.4 KB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/3. Travelling salesman problem implementation II.srt 8.4 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/5. String slicing.srt 8.2 KB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/5. Genetic algorithm implementation V - elitism.srt 8.2 KB
~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/2. What is the knapsack problem.srt 8.1 KB
~Get Your Files Here !/13. Genetic Algorithms/4. Genetic algorithms introduction - mutation.srt 8.1 KB
~Get Your Files Here !/13. Genetic Algorithms/1. Genetic algorithms introduction - basics.srt 8.0 KB
~Get Your Files Here !/13. Genetic Algorithms/8. Advantages and limitations of genetic algorithms.srt 8.0 KB
~Get Your Files Here !/4. Challange #1 - WebCrawler/2. What are WebCrawlers (core of search engines).srt 7.8 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/13. Loops - for loop.srt 7.7 KB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/2. Depth-first search implementation.srt 7.7 KB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/3. Using the constructor.srt 7.6 KB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/15. Modules.srt 7.5 KB
~Get Your Files Here !/6. Challange #2 - Maze Solver/2. Maze problem introduction.srt 7.3 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/5. Lists in Python.srt 7.3 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/1. First steps in Python.srt 7.2 KB
~Get Your Files Here !/13. Genetic Algorithms/5. Genetic algorithms introduction - selection.srt 7.2 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/7. Lists in Python - list comprehension.srt 7.0 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/19. Break and continue.srt 7.0 KB
~Get Your Files Here !/21. Appendix #2 - Functions/2. Defining functions.srt 6.9 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/15. Doubly linked list implementation in Python.srt 6.9 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/7. Operators.srt 6.6 KB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/12. Polymorphism and abstraction example.srt 6.6 KB
~Get Your Files Here !/21. Appendix #2 - Functions/8. Yield operator.srt 6.4 KB
~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/2. N queens problem implementation I.srt 6.3 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/2. What are the basic data types.srt 6.3 KB
~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/1. Simulated annealing implementation I.srt 6.3 KB
~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/5. Travelling salesman problem implementation IV.srt 6.3 KB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/5. Memory comparison of graph traversal algorithms.srt 6.2 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/13. Mutability and immutability.srt 6.0 KB
~Get Your Files Here !/13. Genetic Algorithms/2. Genetic algorithms introduction - chromosomes.srt 6.0 KB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/4. Genetic algorithm implementation IV.srt 5.9 KB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/11. What is polymorphism.srt 5.9 KB
~Get Your Files Here !/24. Appendix #5 - NumPy/1. What is the key advantage of NumPy.srt 5.8 KB
~Get Your Files Here !/24. Appendix #5 - NumPy/5. Types.srt 5.8 KB
~Get Your Files Here !/21. Appendix #2 - Functions/1. What are functions.srt 5.7 KB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/4. Class variables and instance variables.srt 5.7 KB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/7. Private variables and name mangling.srt 5.6 KB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/9. The super keyword.srt 5.6 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/14. Loops - while loop.srt 5.5 KB
~Get Your Files Here !/21. Appendix #2 - Functions/10. What are the most relevant built-in functions.srt 5.5 KB
~Get Your Files Here !/13. Genetic Algorithms/7. What is elitism.srt 5.5 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/8. Conditional statements.srt 5.4 KB
~Get Your Files Here !/21. Appendix #2 - Functions/14. Local vs global variables.srt 5.3 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/6. Type casting.srt 5.3 KB
~Get Your Files Here !/2. ### GRAPH ALGORITHMS ###/1. Why to consider graph algorithms.srt 5.3 KB
~Get Your Files Here !/1. Introduction/GeneticAlgorithmNQueens.py 5.1 KB
~Get Your Files Here !/25. COURSE MATERIALS/GeneticAlgorithmNQueens.py 5.1 KB
~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/3. Particle swarm optimization implementation III.srt 5.1 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/12. What are tuples.srt 5.0 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/18. Enumerate.srt 4.9 KB
~Get Your Files Here !/1. Introduction/SimulatedAnnealingSudoku.py 4.8 KB
~Get Your Files Here !/25. COURSE MATERIALS/SimulatedAnnealingSudoku.py 4.8 KB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/8. What is inheritance in OOP.srt 4.7 KB
~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/2. Genetic algorithm implementation II.srt 4.7 KB
~Get Your Files Here !/1. Introduction/GeneticAlgorithmKnapsack.py 4.7 KB
~Get Your Files Here !/25. COURSE MATERIALS/GeneticAlgorithmKnapsack.py 4.7 KB
~Get Your Files Here !/24. Appendix #5 - NumPy/10. Filter.srt 4.6 KB
~Get Your Files Here !/21. Appendix #2 - Functions/15. The __main__ function.srt 4.6 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/2. Data structures introduction.srt 4.5 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/12. Logical operators.srt 4.5 KB
~Get Your Files Here !/1. Introduction/GeneticAlgorithmElitism.py 4.4 KB
~Get Your Files Here !/25. COURSE MATERIALS/GeneticAlgorithmElitism.py 4.4 KB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/6. Applications of depth-first search.srt 4.3 KB
~Get Your Files Here !/1. Introduction/SimulatedAnnealingTSP.py 4.2 KB
~Get Your Files Here !/25. COURSE MATERIALS/SimulatedAnnealingTSP.py 4.2 KB
~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/5. Sudoku problem implementation IV.srt 4.1 KB
~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/3. Depth-first search implementation with recursion.srt 4.0 KB
~Get Your Files Here !/1. Introduction/ParticleSwarmOptimizationFunction.py 4.0 KB
~Get Your Files Here !/25. COURSE MATERIALS/ParticleSwarmOptimizationFunction.py 4.0 KB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/16. The __str__ function.srt 4.0 KB
~Get Your Files Here !/7. A Search Algorithm/5. A search implementation III.srt 4.0 KB
~Get Your Files Here !/13. Genetic Algorithms/6. Genetic algorithms introduction - the algorithm.srt 3.9 KB
~Get Your Files Here !/21. Appendix #2 - Functions/5. Returning multiple values.srt 3.8 KB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/2. Class and objects basics.srt 3.7 KB
~Get Your Files Here !/1. Introduction/GeneticAlgorithmSequence.py 3.6 KB
~Get Your Files Here !/25. COURSE MATERIALS/GeneticAlgorithmSequence.py 3.6 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/17. What are nested loops.srt 3.5 KB
~Get Your Files Here !/1. Introduction/SimulatedAnnelaingTSP.py 3.5 KB
~Get Your Files Here !/25. COURSE MATERIALS/SimulatedAnnelaingTSP.py 3.5 KB
~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/3. Applications of breadth-first search.srt 3.4 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/20. Calculating Fibonacci-numbers.srt 3.2 KB
~Get Your Files Here !/1. Introduction/1. Introduction.srt 3.2 KB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/1. What is object oriented programming (OOP).srt 3.2 KB
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/10. Function (method) override.srt 3.2 KB
~Get Your Files Here !/1. Introduction/AStarSearch.py 3.2 KB
~Get Your Files Here !/25. COURSE MATERIALS/AStarSearch.py 3.2 KB
~Get Your Files Here !/7. A Search Algorithm/6. Path finding algorithms comparison.srt 3.1 KB
~Get Your Files Here !/21. Appendix #2 - Functions/4. Returning values.srt 3.1 KB
~Get Your Files Here !/1. Introduction/MazeBFS.py 2.7 KB
~Get Your Files Here !/25. COURSE MATERIALS/MazeBFS.py 2.7 KB
~Get Your Files Here !/21. Appendix #2 - Functions/9. Local and global variables.srt 2.6 KB
~Get Your Files Here !/20. Appendix #1 - Python Basics/3. Booleans.srt 2.4 KB
~Get Your Files Here !/1. Introduction/MazeProblem.py 2.2 KB
~Get Your Files Here !/25. COURSE MATERIALS/MazeProblem.py 2.2 KB
~Get Your Files Here !/1. Introduction/SimulatedAnnealingFunction.py 1.8 KB
~Get Your Files Here !/25. COURSE MATERIALS/SimulatedAnnealingFunction.py 1.8 KB
~Get Your Files Here !/24. Appendix #5 - NumPy/11. Running time comparison arrays and lists.html 1.3 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/11. Measuring running time of lists.html 1.2 KB
~Get Your Files Here !/1. Introduction/WebCrawler.py 1.2 KB
~Get Your Files Here !/25. COURSE MATERIALS/WebCrawler.py 1.2 KB
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/9. Exercise list comprehension.html 1.2 KB
~Get Your Files Here !/1. Introduction/DepthFirstSearch.py 1.1 KB
~Get Your Files Here !/25. COURSE MATERIALS/DepthFirstSearch.py 1.1 KB
~Get Your Files Here !/1. Introduction/BreadthFirstSearch.py 1.1 KB
~Get Your Files Here !/25. COURSE MATERIALS/BreadthFirstSearch.py 1.1 KB
~Get Your Files Here !/6. Challange #2 - Maze Solver/1. Course challenge #2 - maze problem.html 931 bytes
~Get Your Files Here !/20. Appendix #1 - Python Basics/10. Exercise conditional statements.html 751 bytes
~Get Your Files Here !/1. Introduction/DepthFirstSearchRecursion.py 748 bytes
~Get Your Files Here !/25. COURSE MATERIALS/DepthFirstSearchRecursion.py 748 bytes
~Get Your Files Here !/4. Challange #1 - WebCrawler/1. Course challenge #1 - WebCrawler problem.html 735 bytes
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/14. Solution abstraction.html 711 bytes
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~Get Your Files Here !/20. Appendix #1 - Python Basics/22. Solution Fibonacci-numbers.html 643 bytes
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/8. (!!!) Python lists and arrays.html 631 bytes
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~Get Your Files Here !/21. Appendix #2 - Functions/13. Solution recursion.html 506 bytes
~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/19. Exercise constructing dictionaries.html 490 bytes
~Get Your Files Here !/19. ### APPENDIX - PYTHON PROGRAMMING CRASH COURSE ###/1. Python crash course introduction.html 441 bytes
~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/1. Course challenge #3 - knapsack problem overview.html 433 bytes
~Get Your Files Here !/20. Appendix #1 - Python Basics/11. Solution conditional statements.html 430 bytes
~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/6. Solution constructing classes.html 427 bytes
~Get Your Files Here !/Bonus Resources.txt 386 bytes
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~Get Your Files Here !/20. Appendix #1 - Python Basics/16. Solution calculating the average.html 273 bytes
~Get Your Files Here !/1. Introduction/__MACOSX/_BreadthFirstSearch.py 212 bytes
~Get Your Files Here !/1. Introduction/__MACOSX/_DepthFirstSearch.py 212 bytes
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~Get Your Files Here !/1. Introduction/__MACOSX/_GeneticAlgorithmNQueens.py 212 bytes
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~Get Your Files Here !/1. Introduction/__MACOSX/_MazeBFS.py 212 bytes
~Get Your Files Here !/1. Introduction/__MACOSX/_MazeProblem.py 212 bytes
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~Get Your Files Here !/1. Introduction/__MACOSX/_WebCrawler.py 212 bytes
~Get Your Files Here !/1. Introduction/__MACOSX/_ai.pptx 212 bytes
~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_BreadthFirstSearch.py 212 bytes
~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_DepthFirstSearch.py 212 bytes
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~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_GeneticAlgorithmElitism.py 212 bytes
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~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_GeneticAlgorithmNQueens.py 212 bytes
~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_GeneticAlgorithmSequence.py 212 bytes
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~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_ai.pptx 212 bytes
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~Get Your Files Here !/13. Genetic Algorithms/9. Genetic Algorithms Quiz.html 205 bytes
~Get Your Files Here !/17. Particle Swarm Optimization/5. Particle Swarm Optimization Quiz.html 205 bytes
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~Get Your Files Here !/7. A Search Algorithm/7. A Search Quiz.html 205 bytes
~Get Your Files Here !/8. ### META-HEURISTICS ###/2. Heuristics Quiz.html 205 bytes
~Get Your Files Here !/9. Simulated Annealing/2. Simulated Annealing Quiz.html 205 bytes
Get Bonus Downloads Here.url 182 bytes
~Get Your Files Here !/1. Introduction/2. Slides and source code.html 127 bytes
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