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

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UpdateDate 2024-6-23

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Files Get Bonus Downloads Here.url | 182B ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 | 9.39MB ~Get Your Files Here !/1. Introduction/1. Introduction.srt | 3.19KB ~Get Your Files Here !/1. Introduction/2. Slides and source code.html | 127B ~Get Your Files Here !/1. Introduction/AStarSearch.py | 3.15KB ~Get Your Files Here !/1. Introduction/BreadthFirstSearch.py | 1.12KB ~Get Your Files Here !/1. Introduction/DepthFirstSearch.py | 1.15KB ~Get Your Files Here !/1. Introduction/DepthFirstSearchRecursion.py | 748B ~Get Your Files Here !/1. Introduction/GeneticAlgorithmElitism.py | 4.37KB ~Get Your Files Here !/1. Introduction/GeneticAlgorithmKnapsack.py | 4.68KB ~Get Your Files Here !/1. Introduction/GeneticAlgorithmNQueens.py | 5.10KB ~Get Your Files Here !/1. Introduction/GeneticAlgorithmSequence.py | 3.61KB ~Get Your Files Here !/1. Introduction/MazeBFS.py | 2.69KB ~Get Your Files Here !/1. Introduction/MazeProblem.py | 2.23KB ~Get Your Files Here !/1. Introduction/ParticleSwarmOptimizationFunction.py | 4.04KB ~Get Your Files Here !/1. Introduction/SimulatedAnnealingFunction.py | 1.82KB ~Get Your Files Here !/1. Introduction/SimulatedAnnealingSudoku.py | 4.82KB ~Get Your Files Here !/1. Introduction/SimulatedAnnealingTSP.py | 4.24KB ~Get Your Files Here !/1. Introduction/SimulatedAnnelaingTSP.py | 3.48KB ~Get Your Files Here !/1. Introduction/WebCrawler.py | 1.21KB ~Get Your Files Here !/1. Introduction/__MACOSX/_BreadthFirstSearch.py | 212B ~Get Your Files Here !/1. Introduction/__MACOSX/_DepthFirstSearch.py | 212B ~Get Your Files Here !/1. Introduction/__MACOSX/_DepthFirstSearchRecursion.py | 212B ~Get Your Files Here !/1. Introduction/__MACOSX/_GeneticAlgorithmElitism.py | 212B ~Get Your Files Here !/1. Introduction/__MACOSX/_GeneticAlgorithmKnapsack.py | 212B ~Get Your Files Here !/1. Introduction/__MACOSX/_GeneticAlgorithmNQueens.py | 212B ~Get Your Files Here !/1. Introduction/__MACOSX/_GeneticAlgorithmSequence.py | 212B ~Get Your Files Here !/1. Introduction/__MACOSX/_MazeBFS.py | 212B ~Get Your Files Here !/1. Introduction/__MACOSX/_MazeProblem.py | 212B ~Get Your Files Here !/1. Introduction/__MACOSX/_ParticleSwarmOptimizationFunction.py | 212B ~Get Your Files Here !/1. Introduction/__MACOSX/_SimulatedAnnealingFunction.py | 212B ~Get Your Files Here !/1. Introduction/__MACOSX/_SimulatedAnnelaingTSP.py | 212B ~Get Your Files Here !/1. Introduction/__MACOSX/_WebCrawler.py | 212B ~Get Your Files Here !/1. Introduction/__MACOSX/_ai.pptx | 212B ~Get Your Files Here !/1. Introduction/ai.pptx | 2.15MB ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/1. Simulated annealing implementation I.mp4 | 20.22MB ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/1. Simulated annealing implementation I.srt | 6.33KB ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/2. Simulated annealing implementation II.mp4 | 51.30MB ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/2. Simulated annealing implementation II.srt | 9.45KB ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/3. Simulated annealing implementation III.mp4 | 44.51MB ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/3. Simulated annealing implementation III.srt | 8.56KB ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/1. What is the travelling salesman problem (TSP).mp4 | 26.06MB ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/1. What is the travelling salesman problem (TSP).srt | 8.96KB ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/2. Travelling salesman problem implementation I.mp4 | 39.12MB ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/2. Travelling salesman problem implementation I.srt | 10.91KB ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/3. Travelling salesman problem implementation II.mp4 | 42.28MB ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/3. Travelling salesman problem implementation II.srt | 8.41KB ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/4. Travelling salesman problem implementation III.mp4 | 61.16MB ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/4. Travelling salesman problem implementation III.srt | 11.49KB ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/5. Travelling salesman problem implementation IV.mp4 | 25.79MB ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/5. Travelling salesman problem implementation IV.srt | 6.29KB ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/1. What is the Sudoku problem.mp4 | 27.02MB ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/1. What is the Sudoku problem.srt | 10.63KB ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/2. Sudoku problem implementation I.mp4 | 64.96MB ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/2. Sudoku problem implementation I.srt | 17.51KB ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/3. Sudoku problem implementation II.mp4 | 75.94MB ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/3. Sudoku problem implementation II.srt | 18.94KB ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/4. Sudoku problem implementation III.mp4 | 52.32MB ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/4. Sudoku problem implementation III.srt | 9.25KB ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/5. Sudoku problem implementation IV.mp4 | 19.77MB ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/5. Sudoku problem implementation IV.srt | 4.15KB ~Get Your Files Here !/13. Genetic Algorithms/1. Genetic algorithms introduction - basics.mp4 | 25.44MB ~Get Your Files Here !/13. Genetic Algorithms/1. Genetic algorithms introduction - basics.srt | 8.03KB ~Get Your Files Here !/13. Genetic Algorithms/2. Genetic algorithms introduction - chromosomes.mp4 | 18.92MB ~Get Your Files Here !/13. Genetic Algorithms/2. Genetic algorithms introduction - chromosomes.srt | 5.96KB ~Get Your Files Here !/13. Genetic Algorithms/3. Genetic algorithms introduction - crossover.mp4 | 23.72MB ~Get Your Files Here !/13. Genetic Algorithms/3. Genetic algorithms introduction - crossover.srt | 9.85KB ~Get Your Files Here !/13. Genetic Algorithms/4. Genetic algorithms introduction - mutation.mp4 | 20.75MB ~Get Your Files Here !/13. Genetic Algorithms/4. Genetic algorithms introduction - mutation.srt | 8.07KB ~Get Your Files Here !/13. Genetic Algorithms/5. Genetic algorithms introduction - selection.mp4 | 17.08MB ~Get Your Files Here !/13. Genetic Algorithms/5. Genetic algorithms introduction - selection.srt | 7.21KB ~Get Your Files Here !/13. Genetic Algorithms/6. Genetic algorithms introduction - the algorithm.mp4 | 11.75MB ~Get Your Files Here !/13. Genetic Algorithms/6. Genetic algorithms introduction - the algorithm.srt | 3.94KB ~Get Your Files Here !/13. Genetic Algorithms/7. What is elitism.mp4 | 12.31MB ~Get Your Files Here !/13. Genetic Algorithms/7. What is elitism.srt | 5.46KB ~Get Your Files Here !/13. Genetic Algorithms/8. Advantages and limitations of genetic algorithms.mp4 | 23.34MB ~Get Your Files Here !/13. Genetic Algorithms/8. Advantages and limitations of genetic algorithms.srt | 8.02KB ~Get Your Files Here !/13. Genetic Algorithms/9. Genetic Algorithms Quiz.html | 205B ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/1. Genetic algorithm implementation I.mp4 | 34.68MB ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/1. Genetic algorithm implementation I.srt | 9.01KB ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/2. Genetic algorithm implementation II.mp4 | 22.45MB ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/2. Genetic algorithm implementation II.srt | 4.68KB ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/3. Genetic algorithm implementation III.mp4 | 87.28MB ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/3. Genetic algorithm implementation III.srt | 17.59KB ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/4. Genetic algorithm implementation IV.mp4 | 42.83MB ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/4. Genetic algorithm implementation IV.srt | 5.91KB ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/5. Genetic algorithm implementation V - elitism.mp4 | 54.38MB ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/5. Genetic algorithm implementation V - elitism.srt | 8.21KB ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/1. What is the N-queens problem.mp4 | 29.06MB ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/1. What is the N-queens problem.srt | 10.94KB ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/2. N queens problem implementation I.mp4 | 22.75MB ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/2. N queens problem implementation I.srt | 6.35KB ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/3. N queens problem implementation II.mp4 | 59.57MB ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/3. N queens problem implementation II.srt | 14.96KB ~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/1. Course challenge #3 - knapsack problem overview.html | 433B ~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/2. What is the knapsack problem.mp4 | 21.29MB ~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/2. What is the knapsack problem.srt | 8.14KB ~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/3. Knapsack problem implementation.mp4 | 96.75MB ~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/3. Knapsack problem implementation.srt | 18.16KB ~Get Your Files Here !/17. Particle Swarm Optimization/1. What is swarm intelligence.mp4 | 49.03MB ~Get Your Files Here !/17. Particle Swarm Optimization/1. What is swarm intelligence.srt | 9.48KB ~Get Your Files Here !/17. Particle Swarm Optimization/2. Particle swarm optimization introduction - basics.mp4 | 40.15MB ~Get Your Files Here !/17. Particle Swarm Optimization/2. Particle swarm optimization introduction - basics.srt | 13.82KB ~Get Your Files Here !/17. Particle Swarm Optimization/3. Particle swarm optimization introduction - the algorithm.mp4 | 52.07MB ~Get Your Files Here !/17. Particle Swarm Optimization/3. Particle swarm optimization introduction - the algorithm.srt | 14.52KB ~Get Your Files Here !/17. Particle Swarm Optimization/4. Exploration and exploitation trade-off.mp4 | 24.26MB ~Get Your Files Here !/17. Particle Swarm Optimization/4. Exploration and exploitation trade-off.srt | 9.27KB ~Get Your Files Here !/17. Particle Swarm Optimization/5. Particle Swarm Optimization Quiz.html | 205B ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/1. Particle swarm optimization implementation I.mp4 | 55.43MB ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/1. Particle swarm optimization implementation I.srt | 13.75KB ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/2. Particle swarm optimization implementation II.mp4 | 106.14MB ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/2. Particle swarm optimization implementation II.srt | 19.05KB ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/3. Particle swarm optimization implementation III.mp4 | 34.84MB ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/3. Particle swarm optimization implementation III.srt | 5.07KB ~Get Your Files Here !/19. ### APPENDIX - PYTHON PROGRAMMING CRASH COURSE ###/1. Python crash course introduction.html | 441B ~Get Your Files Here !/2. ### GRAPH ALGORITHMS ###/1. Why to consider graph algorithms.mp4 | 15.40MB ~Get Your Files Here !/2. ### GRAPH ALGORITHMS ###/1. Why to consider graph algorithms.srt | 5.29KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/1. First steps in Python.mp4 | 13.68MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/1. First steps in Python.srt | 7.24KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/10. Exercise conditional statements.html | 751B ~Get Your Files Here !/20. Appendix #1 - Python Basics/11. Solution conditional statements.html | 430B ~Get Your Files Here !/20. Appendix #1 - Python Basics/12. Logical operators.mp4 | 17.60MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/12. Logical operators.srt | 4.46KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/13. Loops - for loop.mp4 | 18.96MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/13. Loops - for loop.srt | 7.74KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/14. Loops - while loop.mp4 | 14.41MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/14. Loops - while loop.srt | 5.54KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/15. Exercise calculating the average.html | 301B ~Get Your Files Here !/20. Appendix #1 - Python Basics/16. Solution calculating the average.html | 273B ~Get Your Files Here !/20. Appendix #1 - Python Basics/17. What are nested loops.mp4 | 13.16MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/17. What are nested loops.srt | 3.50KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/18. Enumerate.mp4 | 15.14MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/18. Enumerate.srt | 4.93KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/19. Break and continue.mp4 | 20.43MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/19. Break and continue.srt | 7.01KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/2. What are the basic data types.mp4 | 15.71MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/2. What are the basic data types.srt | 6.34KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/20. Calculating Fibonacci-numbers.mp4 | 8.38MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/20. Calculating Fibonacci-numbers.srt | 3.24KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/21. Exercise Fibonacci-numbers.html | 281B ~Get Your Files Here !/20. Appendix #1 - Python Basics/22. Solution Fibonacci-numbers.html | 643B ~Get Your Files Here !/20. Appendix #1 - Python Basics/3. Booleans.mp4 | 6.78MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/3. Booleans.srt | 2.42KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/4. Strings.mp4 | 28.16MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/4. Strings.srt | 9.85KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/5. String slicing.mp4 | 25.08MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/5. String slicing.srt | 8.22KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/6. Type casting.mp4 | 16.74MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/6. Type casting.srt | 5.31KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/7. Operators.mp4 | 20.63MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/7. Operators.srt | 6.63KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/8. Conditional statements.mp4 | 17.81MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/8. Conditional statements.srt | 5.35KB ~Get Your Files Here !/20. Appendix #1 - Python Basics/9. How to use multiple conditions.mp4 | 31.41MB ~Get Your Files Here !/20. Appendix #1 - Python Basics/9. How to use multiple conditions.srt | 10.08KB ~Get Your Files Here !/21. Appendix #2 - Functions/1. What are functions.mp4 | 17.29MB ~Get Your Files Here !/21. Appendix #2 - Functions/1. What are functions.srt | 5.73KB ~Get Your Files Here !/21. Appendix #2 - Functions/10. What are the most relevant built-in functions.mp4 | 15.38MB ~Get Your Files Here !/21. Appendix #2 - Functions/10. What are the most relevant built-in functions.srt | 5.51KB ~Get Your Files Here !/21. Appendix #2 - Functions/11. What is recursion.mp4 | 35.28MB ~Get Your Files Here !/21. Appendix #2 - Functions/11. What is recursion.srt | 11.56KB ~Get Your Files Here !/21. Appendix #2 - Functions/12. Exercise recursion.html | 327B ~Get Your Files Here !/21. Appendix #2 - Functions/13. Solution recursion.html | 506B ~Get Your Files Here !/21. Appendix #2 - Functions/14. Local vs global variables.mp4 | 15.01MB ~Get Your Files Here !/21. Appendix #2 - Functions/14. Local vs global variables.srt | 5.32KB ~Get Your Files Here !/21. Appendix #2 - Functions/15. The __main__ function.mp4 | 14.82MB ~Get Your Files Here !/21. Appendix #2 - Functions/15. The __main__ function.srt | 4.56KB ~Get Your Files Here !/21. Appendix #2 - Functions/2. Defining functions.mp4 | 18.85MB ~Get Your Files Here !/21. Appendix #2 - Functions/2. Defining functions.srt | 6.92KB ~Get Your Files Here !/21. Appendix #2 - Functions/3. Positional arguments and keyword arguments.mp4 | 46.12MB ~Get Your Files Here !/21. Appendix #2 - Functions/3. Positional arguments and keyword arguments.srt | 12.83KB ~Get Your Files Here !/21. Appendix #2 - Functions/4. Returning values.mp4 | 8.15MB ~Get Your Files Here !/21. Appendix #2 - Functions/4. Returning values.srt | 3.06KB ~Get Your Files Here !/21. Appendix #2 - Functions/5. Returning multiple values.mp4 | 12.17MB ~Get Your Files Here !/21. Appendix #2 - Functions/5. Returning multiple values.srt | 3.79KB ~Get Your Files Here !/21. Appendix #2 - Functions/6. Exercise functions.html | 382B ~Get Your Files Here !/21. Appendix #2 - Functions/7. Solution functions.html | 278B ~Get Your Files Here !/21. Appendix #2 - Functions/8. Yield operator.mp4 | 18.28MB ~Get Your Files Here !/21. Appendix #2 - Functions/8. Yield operator.srt | 6.38KB ~Get Your Files Here !/21. Appendix #2 - Functions/9. Local and global variables.mp4 | 8.90MB ~Get Your Files Here !/21. Appendix #2 - Functions/9. Local and global variables.srt | 2.61KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/1. How to measure the running time of algorithms.mp4 | 37.29MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/1. How to measure the running time of algorithms.srt | 14.36KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/10. Solution list comprehension.html | 696B ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/11. Measuring running time of lists.html | 1.22KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/12. What are tuples.mp4 | 14.73MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/12. What are tuples.srt | 4.99KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/13. Mutability and immutability.mp4 | 18.51MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/13. Mutability and immutability.srt | 6.03KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/14. What are linked list data structures.mp4 | 34.48MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/14. What are linked list data structures.srt | 11.71KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/15. Doubly linked list implementation in Python.mp4 | 24.45MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/15. Doubly linked list implementation in Python.srt | 6.85KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/16. Hashing and O(1) running time complexity.mp4 | 30.99MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/16. Hashing and O(1) running time complexity.srt | 11.15KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/17. Dictionaries in Python.mp4 | 38.50MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/17. Dictionaries in Python.srt | 12.04KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/18. Sets in Python.mp4 | 47.15MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/18. Sets in Python.srt | 10.92KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/19. Exercise constructing dictionaries.html | 490B ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/2. Data structures introduction.mp4 | 13.84MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/2. Data structures introduction.srt | 4.50KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/20. Solution constructing dictionaries.html | 359B ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/21. Sorting.mp4 | 50.58MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/21. Sorting.srt | 12.93KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/3. What are array data structures I.mp4 | 25.00MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/3. What are array data structures I.srt | 9.15KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/4. What are array data structures II.mp4 | 24.96MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/4. What are array data structures II.srt | 9.62KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/5. Lists in Python.mp4 | 21.74MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/5. Lists in Python.srt | 7.25KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/6. Lists in Python - advanced operations.mp4 | 39.32MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/6. Lists in Python - advanced operations.srt | 9.60KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/7. Lists in Python - list comprehension.mp4 | 22.88MB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/7. Lists in Python - list comprehension.srt | 7.02KB ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/8. (!!!) Python lists and arrays.html | 631B ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/9. Exercise list comprehension.html | 1.17KB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/1. What is object oriented programming (OOP).mp4 | 12.51MB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/1. What is object oriented programming (OOP).srt | 3.17KB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/10. Function (method) override.mp4 | 18.17MB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/10. Function (method) override.srt | 3.16KB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/11. What is polymorphism.mp4 | 21.16MB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/11. What is polymorphism.srt | 5.86KB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/12. Polymorphism and abstraction example.mp4 | 33.28MB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/12. Polymorphism and abstraction example.srt | 6.63KB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/13. Exercise abstraction.html | 581B ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/14. Solution abstraction.html | 711B ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/15. Modules.mp4 | 21.79MB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/15. Modules.srt | 7.51KB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/16. The __str__ function.mp4 | 15.66MB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/16. The __str__ function.srt | 4.02KB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/17. Comparing objects - overriding functions.mp4 | 40.17MB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/17. Comparing objects - overriding functions.srt | 10.12KB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/2. Class and objects basics.mp4 | 10.49MB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/2. Class and objects basics.srt | 3.73KB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/3. Using the constructor.mp4 | 33.59MB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/3. Using the constructor.srt | 7.55KB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/4. Class variables and instance variables.mp4 | 30.99MB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/4. Class variables and instance variables.srt | 5.66KB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/5. Exercise constructing classes.html | 547B ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/6. Solution constructing classes.html | 427B ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/7. Private variables and name mangling.mp4 | 19.13MB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/7. Private variables and name mangling.srt | 5.64KB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/8. What is inheritance in OOP.mp4 | 18.03MB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/8. What is inheritance in OOP.srt | 4.69KB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/9. The super keyword.mp4 | 21.24MB ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/9. The super keyword.srt | 5.59KB ~Get Your Files Here !/24. Appendix #5 - NumPy/1. What is the key advantage of NumPy.mp4 | 17.17MB ~Get Your Files Here !/24. Appendix #5 - NumPy/1. What is the key advantage of NumPy.srt | 5.80KB ~Get Your Files Here !/24. Appendix #5 - NumPy/10. Filter.mp4 | 15.24MB ~Get Your Files Here !/24. Appendix #5 - NumPy/10. Filter.srt | 4.65KB ~Get Your Files Here !/24. Appendix #5 - NumPy/11. Running time comparison arrays and lists.html | 1.31KB ~Get Your Files Here !/24. Appendix #5 - NumPy/2. Creating and updating arrays.mp4 | 33.77MB ~Get Your Files Here !/24. Appendix #5 - NumPy/2. Creating and updating arrays.srt | 9.57KB ~Get Your Files Here !/24. Appendix #5 - NumPy/3. Dimension of arrays.mp4 | 36.26MB ~Get Your Files Here !/24. Appendix #5 - NumPy/3. Dimension of arrays.srt | 12.22KB ~Get Your Files Here !/24. Appendix #5 - NumPy/4. Indexes and slicing.mp4 | 31.51MB ~Get Your Files Here !/24. Appendix #5 - NumPy/4. Indexes and slicing.srt | 10.50KB ~Get Your Files Here !/24. Appendix #5 - NumPy/5. Types.mp4 | 19.29MB ~Get Your Files Here !/24. Appendix #5 - NumPy/5. Types.srt | 5.80KB ~Get Your Files Here !/24. Appendix #5 - NumPy/6. Reshape.mp4 | 33.84MB ~Get Your Files Here !/24. Appendix #5 - NumPy/6. Reshape.srt | 10.08KB ~Get Your Files Here !/24. Appendix #5 - NumPy/7. Exercise reshape problem.html | 368B ~Get Your Files Here !/24. Appendix #5 - NumPy/8. Solution reshape problem.html | 208B ~Get Your Files Here !/24. Appendix #5 - NumPy/9. Stacking and merging arrays.mp4 | 27.69MB ~Get Your Files Here !/24. Appendix #5 - NumPy/9. Stacking and merging arrays.srt | 8.43KB ~Get Your Files Here !/25. COURSE MATERIALS/1. Slides and source code.html | 56B ~Get Your Files Here !/25. COURSE MATERIALS/AStarSearch.py | 3.15KB ~Get Your Files Here !/25. COURSE MATERIALS/BreadthFirstSearch.py | 1.12KB ~Get Your Files Here !/25. COURSE MATERIALS/DepthFirstSearch.py | 1.15KB ~Get Your Files Here !/25. COURSE MATERIALS/DepthFirstSearchRecursion.py | 748B ~Get Your Files Here !/25. COURSE MATERIALS/GeneticAlgorithmElitism.py | 4.37KB ~Get Your Files Here !/25. COURSE MATERIALS/GeneticAlgorithmKnapsack.py | 4.68KB ~Get Your Files Here !/25. COURSE MATERIALS/GeneticAlgorithmNQueens.py | 5.10KB ~Get Your Files Here !/25. COURSE MATERIALS/GeneticAlgorithmSequence.py | 3.61KB ~Get Your Files Here !/25. COURSE MATERIALS/MazeBFS.py | 2.69KB ~Get Your Files Here !/25. COURSE MATERIALS/MazeProblem.py | 2.23KB ~Get Your Files Here !/25. COURSE MATERIALS/ParticleSwarmOptimizationFunction.py | 4.04KB ~Get Your Files Here !/25. COURSE MATERIALS/SimulatedAnnealingFunction.py | 1.82KB ~Get Your Files Here !/25. COURSE MATERIALS/SimulatedAnnealingSudoku.py | 4.82KB ~Get Your Files Here !/25. COURSE MATERIALS/SimulatedAnnealingTSP.py | 4.24KB ~Get Your Files Here !/25. COURSE MATERIALS/SimulatedAnnelaingTSP.py | 3.48KB ~Get Your Files Here !/25. COURSE MATERIALS/WebCrawler.py | 1.21KB ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_BreadthFirstSearch.py | 212B ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_DepthFirstSearch.py | 212B ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_DepthFirstSearchRecursion.py | 212B ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_GeneticAlgorithmElitism.py | 212B ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_GeneticAlgorithmKnapsack.py | 212B ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_GeneticAlgorithmNQueens.py | 212B ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_GeneticAlgorithmSequence.py | 212B ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_MazeBFS.py | 212B ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_MazeProblem.py | 212B ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_ParticleSwarmOptimizationFunction.py | 212B ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_SimulatedAnnealingFunction.py | 212B ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_SimulatedAnnelaingTSP.py | 212B ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_WebCrawler.py | 212B ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_ai.pptx | 212B ~Get Your Files Here !/25. COURSE MATERIALS/ai.pptx | 2.15MB ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/1. What is breadth-first search.mp4 | 26.90MB ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/1. What is breadth-first search.srt | 12.05KB ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/2. Breadth-first search implementation.mp4 | 48.54MB ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/2. Breadth-first search implementation.srt | 11.03KB ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/3. Applications of breadth-first search.mp4 | 8.11MB ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/3. Applications of breadth-first search.srt | 3.37KB ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/4. Breadth-First Search Quiz.html | 205B ~Get Your Files Here !/4. Challange #1 - WebCrawler/1. Course challenge #1 - WebCrawler problem.html | 735B ~Get Your Files Here !/4. Challange #1 - WebCrawler/2. What are WebCrawlers (core of search engines).mp4 | 41.42MB ~Get Your Files Here !/4. Challange #1 - WebCrawler/2. What are WebCrawlers (core of search engines).srt | 7.76KB ~Get Your Files Here !/4. Challange #1 - WebCrawler/3. WebCrawler basic implementation.mp4 | 70.69MB ~Get Your Files Here !/4. Challange #1 - WebCrawler/3. WebCrawler basic implementation.srt | 12.92KB ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/1. What is depth-first search.mp4 | 32.47MB ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/1. What is depth-first search.srt | 12.80KB ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/2. Depth-first search implementation.mp4 | 29.52MB ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/2. Depth-first search implementation.srt | 7.70KB ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/3. Depth-first search implementation with recursion.mp4 | 16.87MB ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/3. Depth-first search implementation with recursion.srt | 4.05KB ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/4. Depth-first search and stack memory visualization.mp4 | 19.81MB ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/4. Depth-first search and stack memory visualization.srt | 9.02KB ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/5. Memory comparison of graph traversal algorithms.mp4 | 15.27MB ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/5. Memory comparison of graph traversal algorithms.srt | 6.16KB ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/6. Applications of depth-first search.mp4 | 11.36MB ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/6. Applications of depth-first search.srt | 4.33KB ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/7. Depth-First Search Quiz.html | 205B ~Get Your Files Here !/6. Challange #2 - Maze Solver/1. Course challenge #2 - maze problem.html | 931B ~Get Your Files Here !/6. Challange #2 - Maze Solver/2. Maze problem introduction.mp4 | 14.91MB ~Get Your Files Here !/6. Challange #2 - Maze Solver/2. Maze problem introduction.srt | 7.34KB ~Get Your Files Here !/6. Challange #2 - Maze Solver/3. Maze problem implementation.mp4 | 72.30MB ~Get Your Files Here !/6. Challange #2 - Maze Solver/3. Maze problem implementation.srt | 19.17KB ~Get Your Files Here !/6. Challange #2 - Maze Solver/4. Maze problem stack memory visualization.mp4 | 20.72MB ~Get Your Files Here !/6. Challange #2 - Maze Solver/4. Maze problem stack memory visualization.srt | 10.45KB ~Get Your Files Here !/7. A Search Algorithm/1. What is the A search algorithm.mp4 | 37.08MB ~Get Your Files Here !/7. A Search Algorithm/1. What is the A search algorithm.srt | 13.96KB ~Get Your Files Here !/7. A Search Algorithm/2. A search illustration.mp4 | 29.28MB ~Get Your Files Here !/7. A Search Algorithm/2. A search illustration.srt | 11.46KB ~Get Your Files Here !/7. A Search Algorithm/3. A search implementation I.mp4 | 31.39MB ~Get Your Files Here !/7. A Search Algorithm/3. A search implementation I.srt | 10.47KB ~Get Your Files Here !/7. A Search Algorithm/4. A search implementation II.mp4 | 48.87MB ~Get Your Files Here !/7. A Search Algorithm/4. A search implementation II.srt | 12.41KB ~Get Your Files Here !/7. A Search Algorithm/5. A search implementation III.mp4 | 17.93MB ~Get Your Files Here !/7. A Search Algorithm/5. A search implementation III.srt | 4.02KB ~Get Your Files Here !/7. A Search Algorithm/6. Path finding algorithms comparison.mp4 | 17.74MB ~Get Your Files Here !/7. A Search Algorithm/6. Path finding algorithms comparison.srt | 3.07KB ~Get Your Files Here !/7. A Search Algorithm/7. A Search Quiz.html | 205B ~Get Your Files Here !/8. ### META-HEURISTICS ###/1. What are meta-heuristic approaches.mp4 | 33.57MB ~Get Your Files Here !/8. ### META-HEURISTICS ###/1. What are meta-heuristic approaches.srt | 12.91KB ~Get Your Files Here !/8. ### META-HEURISTICS ###/2. Heuristics Quiz.html | 205B ~Get Your Files Here !/9. Simulated Annealing/1. What is simulated annealing.mp4 | 39.68MB ~Get Your Files Here !/9. Simulated Annealing/1. What is simulated annealing.srt | 13.91KB ~Get Your Files Here !/9. Simulated Annealing/2. Simulated Annealing Quiz.html | 205B ~Get Your Files Here !/Bonus Resources.txt | 386B