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

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

文件列表
  1. ~Get Your Files Here !/1. Introduction/1. Introduction.mp49.39MB
  2. ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/1. Simulated annealing implementation I.mp420.22MB
  3. ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/2. Simulated annealing implementation II.mp451.3MB
  4. ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/3. Simulated annealing implementation III.mp444.51MB
  5. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/1. What is the travelling salesman problem (TSP).mp426.06MB
  6. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/2. Travelling salesman problem implementation I.mp439.12MB
  7. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/3. Travelling salesman problem implementation II.mp442.28MB
  8. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/4. Travelling salesman problem implementation III.mp461.16MB
  9. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/5. Travelling salesman problem implementation IV.mp425.79MB
  10. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/1. What is the Sudoku problem.mp427.02MB
  11. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/2. Sudoku problem implementation I.mp464.96MB
  12. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/3. Sudoku problem implementation II.mp475.94MB
  13. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/4. Sudoku problem implementation III.mp452.32MB
  14. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/5. Sudoku problem implementation IV.mp419.77MB
  15. ~Get Your Files Here !/13. Genetic Algorithms/1. Genetic algorithms introduction - basics.mp425.44MB
  16. ~Get Your Files Here !/13. Genetic Algorithms/2. Genetic algorithms introduction - chromosomes.mp418.92MB
  17. ~Get Your Files Here !/13. Genetic Algorithms/3. Genetic algorithms introduction - crossover.mp423.72MB
  18. ~Get Your Files Here !/13. Genetic Algorithms/4. Genetic algorithms introduction - mutation.mp420.75MB
  19. ~Get Your Files Here !/13. Genetic Algorithms/5. Genetic algorithms introduction - selection.mp417.08MB
  20. ~Get Your Files Here !/13. Genetic Algorithms/6. Genetic algorithms introduction - the algorithm.mp411.75MB
  21. ~Get Your Files Here !/13. Genetic Algorithms/7. What is elitism.mp412.31MB
  22. ~Get Your Files Here !/13. Genetic Algorithms/8. Advantages and limitations of genetic algorithms.mp423.34MB
  23. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/1. Genetic algorithm implementation I.mp434.68MB
  24. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/2. Genetic algorithm implementation II.mp422.45MB
  25. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/3. Genetic algorithm implementation III.mp487.28MB
  26. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/4. Genetic algorithm implementation IV.mp442.83MB
  27. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/5. Genetic algorithm implementation V - elitism.mp454.38MB
  28. ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/1. What is the N-queens problem.mp429.06MB
  29. ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/2. N queens problem implementation I.mp422.75MB
  30. ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/3. N queens problem implementation II.mp459.57MB
  31. ~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/2. What is the knapsack problem.mp421.29MB
  32. ~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/3. Knapsack problem implementation.mp496.75MB
  33. ~Get Your Files Here !/17. Particle Swarm Optimization/1. What is swarm intelligence.mp449.03MB
  34. ~Get Your Files Here !/17. Particle Swarm Optimization/2. Particle swarm optimization introduction - basics.mp440.15MB
  35. ~Get Your Files Here !/17. Particle Swarm Optimization/3. Particle swarm optimization introduction - the algorithm.mp452.07MB
  36. ~Get Your Files Here !/17. Particle Swarm Optimization/4. Exploration and exploitation trade-off.mp424.26MB
  37. ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/1. Particle swarm optimization implementation I.mp455.43MB
  38. ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/2. Particle swarm optimization implementation II.mp4106.14MB
  39. ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/3. Particle swarm optimization implementation III.mp434.84MB
  40. ~Get Your Files Here !/2. ### GRAPH ALGORITHMS ###/1. Why to consider graph algorithms.mp415.4MB
  41. ~Get Your Files Here !/20. Appendix #1 - Python Basics/1. First steps in Python.mp413.68MB
  42. ~Get Your Files Here !/20. Appendix #1 - Python Basics/12. Logical operators.mp417.6MB
  43. ~Get Your Files Here !/20. Appendix #1 - Python Basics/13. Loops - for loop.mp418.96MB
  44. ~Get Your Files Here !/20. Appendix #1 - Python Basics/14. Loops - while loop.mp414.41MB
  45. ~Get Your Files Here !/20. Appendix #1 - Python Basics/17. What are nested loops.mp413.16MB
  46. ~Get Your Files Here !/20. Appendix #1 - Python Basics/18. Enumerate.mp415.14MB
  47. ~Get Your Files Here !/20. Appendix #1 - Python Basics/19. Break and continue.mp420.43MB
  48. ~Get Your Files Here !/20. Appendix #1 - Python Basics/2. What are the basic data types.mp415.71MB
  49. ~Get Your Files Here !/20. Appendix #1 - Python Basics/20. Calculating Fibonacci-numbers.mp48.38MB
  50. ~Get Your Files Here !/20. Appendix #1 - Python Basics/3. Booleans.mp46.78MB
  51. ~Get Your Files Here !/20. Appendix #1 - Python Basics/4. Strings.mp428.16MB
  52. ~Get Your Files Here !/20. Appendix #1 - Python Basics/5. String slicing.mp425.08MB
  53. ~Get Your Files Here !/20. Appendix #1 - Python Basics/6. Type casting.mp416.74MB
  54. ~Get Your Files Here !/20. Appendix #1 - Python Basics/7. Operators.mp420.63MB
  55. ~Get Your Files Here !/20. Appendix #1 - Python Basics/8. Conditional statements.mp417.81MB
  56. ~Get Your Files Here !/20. Appendix #1 - Python Basics/9. How to use multiple conditions.mp431.41MB
  57. ~Get Your Files Here !/21. Appendix #2 - Functions/1. What are functions.mp417.29MB
  58. ~Get Your Files Here !/21. Appendix #2 - Functions/10. What are the most relevant built-in functions.mp415.38MB
  59. ~Get Your Files Here !/21. Appendix #2 - Functions/11. What is recursion.mp435.28MB
  60. ~Get Your Files Here !/21. Appendix #2 - Functions/14. Local vs global variables.mp415.01MB
  61. ~Get Your Files Here !/21. Appendix #2 - Functions/15. The __main__ function.mp414.82MB
  62. ~Get Your Files Here !/21. Appendix #2 - Functions/2. Defining functions.mp418.85MB
  63. ~Get Your Files Here !/21. Appendix #2 - Functions/3. Positional arguments and keyword arguments.mp446.12MB
  64. ~Get Your Files Here !/21. Appendix #2 - Functions/4. Returning values.mp48.15MB
  65. ~Get Your Files Here !/21. Appendix #2 - Functions/5. Returning multiple values.mp412.17MB
  66. ~Get Your Files Here !/21. Appendix #2 - Functions/8. Yield operator.mp418.28MB
  67. ~Get Your Files Here !/21. Appendix #2 - Functions/9. Local and global variables.mp48.9MB
  68. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/1. How to measure the running time of algorithms.mp437.29MB
  69. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/12. What are tuples.mp414.73MB
  70. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/13. Mutability and immutability.mp418.51MB
  71. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/14. What are linked list data structures.mp434.48MB
  72. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/15. Doubly linked list implementation in Python.mp424.45MB
  73. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/16. Hashing and O(1) running time complexity.mp430.99MB
  74. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/17. Dictionaries in Python.mp438.5MB
  75. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/18. Sets in Python.mp447.15MB
  76. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/2. Data structures introduction.mp413.84MB
  77. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/21. Sorting.mp450.58MB
  78. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/3. What are array data structures I.mp425MB
  79. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/4. What are array data structures II.mp424.96MB
  80. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/5. Lists in Python.mp421.74MB
  81. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/6. Lists in Python - advanced operations.mp439.32MB
  82. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/7. Lists in Python - list comprehension.mp422.88MB
  83. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/1. What is object oriented programming (OOP).mp412.51MB
  84. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/10. Function (method) override.mp418.17MB
  85. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/11. What is polymorphism.mp421.16MB
  86. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/12. Polymorphism and abstraction example.mp433.28MB
  87. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/15. Modules.mp421.79MB
  88. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/16. The __str__ function.mp415.66MB
  89. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/17. Comparing objects - overriding functions.mp440.17MB
  90. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/2. Class and objects basics.mp410.49MB
  91. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/3. Using the constructor.mp433.59MB
  92. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/4. Class variables and instance variables.mp430.99MB
  93. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/7. Private variables and name mangling.mp419.13MB
  94. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/8. What is inheritance in OOP.mp418.03MB
  95. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/9. The super keyword.mp421.24MB
  96. ~Get Your Files Here !/24. Appendix #5 - NumPy/1. What is the key advantage of NumPy.mp417.17MB
  97. ~Get Your Files Here !/24. Appendix #5 - NumPy/10. Filter.mp415.24MB
  98. ~Get Your Files Here !/24. Appendix #5 - NumPy/2. Creating and updating arrays.mp433.77MB
  99. ~Get Your Files Here !/24. Appendix #5 - NumPy/3. Dimension of arrays.mp436.26MB
  100. ~Get Your Files Here !/24. Appendix #5 - NumPy/4. Indexes and slicing.mp431.51MB
  101. ~Get Your Files Here !/24. Appendix #5 - NumPy/5. Types.mp419.29MB
  102. ~Get Your Files Here !/24. Appendix #5 - NumPy/6. Reshape.mp433.84MB
  103. ~Get Your Files Here !/24. Appendix #5 - NumPy/9. Stacking and merging arrays.mp427.69MB
  104. ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/1. What is breadth-first search.mp426.9MB
  105. ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/2. Breadth-first search implementation.mp448.54MB
  106. ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/3. Applications of breadth-first search.mp48.11MB
  107. ~Get Your Files Here !/4. Challange #1 - WebCrawler/2. What are WebCrawlers (core of search engines).mp441.42MB
  108. ~Get Your Files Here !/4. Challange #1 - WebCrawler/3. WebCrawler basic implementation.mp470.69MB
  109. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/1. What is depth-first search.mp432.47MB
  110. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/2. Depth-first search implementation.mp429.52MB
  111. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/3. Depth-first search implementation with recursion.mp416.87MB
  112. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/4. Depth-first search and stack memory visualization.mp419.81MB
  113. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/5. Memory comparison of graph traversal algorithms.mp415.27MB
  114. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/6. Applications of depth-first search.mp411.36MB
  115. ~Get Your Files Here !/6. Challange #2 - Maze Solver/2. Maze problem introduction.mp414.91MB
  116. ~Get Your Files Here !/6. Challange #2 - Maze Solver/3. Maze problem implementation.mp472.3MB
  117. ~Get Your Files Here !/6. Challange #2 - Maze Solver/4. Maze problem stack memory visualization.mp420.72MB
  118. ~Get Your Files Here !/7. A Search Algorithm/1. What is the A search algorithm.mp437.08MB
  119. ~Get Your Files Here !/7. A Search Algorithm/2. A search illustration.mp429.28MB
  120. ~Get Your Files Here !/7. A Search Algorithm/3. A search implementation I.mp431.39MB
  121. ~Get Your Files Here !/7. A Search Algorithm/4. A search implementation II.mp448.87MB
  122. ~Get Your Files Here !/7. A Search Algorithm/5. A search implementation III.mp417.93MB
  123. ~Get Your Files Here !/7. A Search Algorithm/6. Path finding algorithms comparison.mp417.74MB
  124. ~Get Your Files Here !/8. ### META-HEURISTICS ###/1. What are meta-heuristic approaches.mp433.57MB
  125. ~Get Your Files Here !/9. Simulated Annealing/1. What is simulated annealing.mp439.68MB
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