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

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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

5.1KB

~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

51.3MB

~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

15.4MB

~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

17.6MB

~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

3.5KB

~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

8.9MB

~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

38.5MB

~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

4.5KB

~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

25MB

~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

9.6KB

~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

5.8KB

~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

10.5KB

~Get Your Files Here !/24. Appendix #5 - NumPy/5. Types.mp4

19.29MB

~Get Your Files Here !/24. Appendix #5 - NumPy/5. Types.srt

5.8KB

~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

5.1KB

~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

26.9MB

~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

12.8KB

~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

7.7KB

~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

72.3MB

~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

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