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

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  1. ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/2. Particle swarm optimization implementation II.mp4 106MB
  2. ~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/3. Knapsack problem implementation.mp4 97MB
  3. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/3. Genetic algorithm implementation III.mp4 87MB
  4. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/3. Sudoku problem implementation II.mp4 76MB
  5. ~Get Your Files Here !/6. Challange #2 - Maze Solver/3. Maze problem implementation.mp4 72MB
  6. ~Get Your Files Here !/4. Challange #1 - WebCrawler/3. WebCrawler basic implementation.mp4 71MB
  7. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/2. Sudoku problem implementation I.mp4 65MB
  8. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/4. Travelling salesman problem implementation III.mp4 61MB
  9. ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/3. N queens problem implementation II.mp4 60MB
  10. ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/1. Particle swarm optimization implementation I.mp4 55MB
  11. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/5. Genetic algorithm implementation V - elitism.mp4 54MB
  12. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/4. Sudoku problem implementation III.mp4 52MB
  13. ~Get Your Files Here !/17. Particle Swarm Optimization/3. Particle swarm optimization introduction - the algorithm.mp4 52MB
  14. ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/2. Simulated annealing implementation II.mp4 51MB
  15. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/21. Sorting.mp4 51MB
  16. ~Get Your Files Here !/17. Particle Swarm Optimization/1. What is swarm intelligence.mp4 49MB
  17. ~Get Your Files Here !/7. A Search Algorithm/4. A search implementation II.mp4 49MB
  18. ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/2. Breadth-first search implementation.mp4 49MB
  19. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/18. Sets in Python.mp4 47MB
  20. ~Get Your Files Here !/21. Appendix #2 - Functions/3. Positional arguments and keyword arguments.mp4 46MB
  21. ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/3. Simulated annealing implementation III.mp4 45MB
  22. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/4. Genetic algorithm implementation IV.mp4 43MB
  23. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/3. Travelling salesman problem implementation II.mp4 42MB
  24. ~Get Your Files Here !/4. Challange #1 - WebCrawler/2. What are WebCrawlers (core of search engines).mp4 41MB
  25. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/17. Comparing objects - overriding functions.mp4 40MB
  26. ~Get Your Files Here !/17. Particle Swarm Optimization/2. Particle swarm optimization introduction - basics.mp4 40MB
  27. ~Get Your Files Here !/9. Simulated Annealing/1. What is simulated annealing.mp4 40MB
  28. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/6. Lists in Python - advanced operations.mp4 39MB
  29. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/2. Travelling salesman problem implementation I.mp4 39MB
  30. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/17. Dictionaries in Python.mp4 38MB
  31. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/1. How to measure the running time of algorithms.mp4 37MB
  32. ~Get Your Files Here !/7. A Search Algorithm/1. What is the A search algorithm.mp4 37MB
  33. ~Get Your Files Here !/24. Appendix #5 - NumPy/3. Dimension of arrays.mp4 36MB
  34. ~Get Your Files Here !/21. Appendix #2 - Functions/11. What is recursion.mp4 35MB
  35. ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/3. Particle swarm optimization implementation III.mp4 35MB
  36. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/1. Genetic algorithm implementation I.mp4 35MB
  37. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/14. What are linked list data structures.mp4 34MB
  38. ~Get Your Files Here !/24. Appendix #5 - NumPy/6. Reshape.mp4 34MB
  39. ~Get Your Files Here !/24. Appendix #5 - NumPy/2. Creating and updating arrays.mp4 34MB
  40. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/3. Using the constructor.mp4 34MB
  41. ~Get Your Files Here !/8. ### META-HEURISTICS ###/1. What are meta-heuristic approaches.mp4 34MB
  42. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/12. Polymorphism and abstraction example.mp4 33MB
  43. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/1. What is depth-first search.mp4 32MB
  44. ~Get Your Files Here !/24. Appendix #5 - NumPy/4. Indexes and slicing.mp4 32MB
  45. ~Get Your Files Here !/20. Appendix #1 - Python Basics/9. How to use multiple conditions.mp4 31MB
  46. ~Get Your Files Here !/7. A Search Algorithm/3. A search implementation I.mp4 31MB
  47. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/16. Hashing and O(1) running time complexity.mp4 31MB
  48. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/4. Class variables and instance variables.mp4 31MB
  49. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/2. Depth-first search implementation.mp4 30MB
  50. ~Get Your Files Here !/7. A Search Algorithm/2. A search illustration.mp4 29MB
  51. ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/1. What is the N-queens problem.mp4 29MB
  52. ~Get Your Files Here !/20. Appendix #1 - Python Basics/4. Strings.mp4 28MB
  53. ~Get Your Files Here !/24. Appendix #5 - NumPy/9. Stacking and merging arrays.mp4 28MB
  54. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/1. What is the Sudoku problem.mp4 27MB
  55. ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/1. What is breadth-first search.mp4 27MB
  56. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/1. What is the travelling salesman problem (TSP).mp4 26MB
  57. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/5. Travelling salesman problem implementation IV.mp4 26MB
  58. ~Get Your Files Here !/13. Genetic Algorithms/1. Genetic algorithms introduction - basics.mp4 25MB
  59. ~Get Your Files Here !/20. Appendix #1 - Python Basics/5. String slicing.mp4 25MB
  60. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/3. What are array data structures I.mp4 25MB
  61. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/4. What are array data structures II.mp4 25MB
  62. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/15. Doubly linked list implementation in Python.mp4 24MB
  63. ~Get Your Files Here !/17. Particle Swarm Optimization/4. Exploration and exploitation trade-off.mp4 24MB
  64. ~Get Your Files Here !/13. Genetic Algorithms/3. Genetic algorithms introduction - crossover.mp4 24MB
  65. ~Get Your Files Here !/13. Genetic Algorithms/8. Advantages and limitations of genetic algorithms.mp4 23MB
  66. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/7. Lists in Python - list comprehension.mp4 23MB
  67. ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/2. N queens problem implementation I.mp4 23MB
  68. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/2. Genetic algorithm implementation II.mp4 22MB
  69. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/15. Modules.mp4 22MB
  70. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/5. Lists in Python.mp4 22MB
  71. ~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/2. What is the knapsack problem.mp4 21MB
  72. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/9. The super keyword.mp4 21MB
  73. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/11. What is polymorphism.mp4 21MB
  74. ~Get Your Files Here !/13. Genetic Algorithms/4. Genetic algorithms introduction - mutation.mp4 21MB
  75. ~Get Your Files Here !/6. Challange #2 - Maze Solver/4. Maze problem stack memory visualization.mp4 21MB
  76. ~Get Your Files Here !/20. Appendix #1 - Python Basics/7. Operators.mp4 21MB
  77. ~Get Your Files Here !/20. Appendix #1 - Python Basics/19. Break and continue.mp4 20MB
  78. ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/1. Simulated annealing implementation I.mp4 20MB
  79. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/4. Depth-first search and stack memory visualization.mp4 20MB
  80. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/5. Sudoku problem implementation IV.mp4 20MB
  81. ~Get Your Files Here !/24. Appendix #5 - NumPy/5. Types.mp4 19MB
  82. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/7. Private variables and name mangling.mp4 19MB
  83. ~Get Your Files Here !/20. Appendix #1 - Python Basics/13. Loops - for loop.mp4 19MB
  84. ~Get Your Files Here !/13. Genetic Algorithms/2. Genetic algorithms introduction - chromosomes.mp4 19MB
  85. ~Get Your Files Here !/21. Appendix #2 - Functions/2. Defining functions.mp4 19MB
  86. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/13. Mutability and immutability.mp4 19MB
  87. ~Get Your Files Here !/21. Appendix #2 - Functions/8. Yield operator.mp4 18MB
  88. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/10. Function (method) override.mp4 18MB
  89. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/8. What is inheritance in OOP.mp4 18MB
  90. ~Get Your Files Here !/7. A Search Algorithm/5. A search implementation III.mp4 18MB
  91. ~Get Your Files Here !/20. Appendix #1 - Python Basics/8. Conditional statements.mp4 18MB
  92. ~Get Your Files Here !/7. A Search Algorithm/6. Path finding algorithms comparison.mp4 18MB
  93. ~Get Your Files Here !/20. Appendix #1 - Python Basics/12. Logical operators.mp4 18MB
  94. ~Get Your Files Here !/21. Appendix #2 - Functions/1. What are functions.mp4 17MB
  95. ~Get Your Files Here !/24. Appendix #5 - NumPy/1. What is the key advantage of NumPy.mp4 17MB
  96. ~Get Your Files Here !/13. Genetic Algorithms/5. Genetic algorithms introduction - selection.mp4 17MB
  97. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/3. Depth-first search implementation with recursion.mp4 17MB
  98. ~Get Your Files Here !/20. Appendix #1 - Python Basics/6. Type casting.mp4 17MB
  99. ~Get Your Files Here !/20. Appendix #1 - Python Basics/2. What are the basic data types.mp4 16MB
  100. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/16. The __str__ function.mp4 16MB
  101. ~Get Your Files Here !/2. ### GRAPH ALGORITHMS ###/1. Why to consider graph algorithms.mp4 15MB
  102. ~Get Your Files Here !/21. Appendix #2 - Functions/10. What are the most relevant built-in functions.mp4 15MB
  103. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/5. Memory comparison of graph traversal algorithms.mp4 15MB
  104. ~Get Your Files Here !/24. Appendix #5 - NumPy/10. Filter.mp4 15MB
  105. ~Get Your Files Here !/20. Appendix #1 - Python Basics/18. Enumerate.mp4 15MB
  106. ~Get Your Files Here !/21. Appendix #2 - Functions/14. Local vs global variables.mp4 15MB
  107. ~Get Your Files Here !/6. Challange #2 - Maze Solver/2. Maze problem introduction.mp4 15MB
  108. ~Get Your Files Here !/21. Appendix #2 - Functions/15. The __main__ function.mp4 15MB
  109. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/12. What are tuples.mp4 15MB
  110. ~Get Your Files Here !/20. Appendix #1 - Python Basics/14. Loops - while loop.mp4 14MB
  111. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/2. Data structures introduction.mp4 14MB
  112. ~Get Your Files Here !/20. Appendix #1 - Python Basics/1. First steps in Python.mp4 14MB
  113. ~Get Your Files Here !/20. Appendix #1 - Python Basics/17. What are nested loops.mp4 13MB
  114. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/1. What is object oriented programming (OOP).mp4 13MB
  115. ~Get Your Files Here !/13. Genetic Algorithms/7. What is elitism.mp4 12MB
  116. ~Get Your Files Here !/21. Appendix #2 - Functions/5. Returning multiple values.mp4 12MB
  117. ~Get Your Files Here !/13. Genetic Algorithms/6. Genetic algorithms introduction - the algorithm.mp4 12MB
  118. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/6. Applications of depth-first search.mp4 11MB
  119. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/2. Class and objects basics.mp4 10MB
  120. ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 9MB
  121. ~Get Your Files Here !/21. Appendix #2 - Functions/9. Local and global variables.mp4 9MB
  122. ~Get Your Files Here !/20. Appendix #1 - Python Basics/20. Calculating Fibonacci-numbers.mp4 8MB
  123. ~Get Your Files Here !/21. Appendix #2 - Functions/4. Returning values.mp4 8MB
  124. ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/3. Applications of breadth-first search.mp4 8MB
  125. ~Get Your Files Here !/20. Appendix #1 - Python Basics/3. Booleans.mp4 7MB
  126. ~Get Your Files Here !/1. Introduction/ai.pptx 2MB
  127. ~Get Your Files Here !/25. COURSE MATERIALS/ai.pptx 2MB
  128. ~Get Your Files Here !/6. Challange #2 - Maze Solver/3. Maze problem implementation.srt 19KB
  129. ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/2. Particle swarm optimization implementation II.srt 19KB
  130. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/3. Sudoku problem implementation II.srt 19KB
  131. ~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/3. Knapsack problem implementation.srt 18KB
  132. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/3. Genetic algorithm implementation III.srt 18KB
  133. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/2. Sudoku problem implementation I.srt 18KB
  134. ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/3. N queens problem implementation II.srt 15KB
  135. ~Get Your Files Here !/17. Particle Swarm Optimization/3. Particle swarm optimization introduction - the algorithm.srt 15KB
  136. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/1. How to measure the running time of algorithms.srt 14KB
  137. ~Get Your Files Here !/7. A Search Algorithm/1. What is the A search algorithm.srt 14KB
  138. ~Get Your Files Here !/9. Simulated Annealing/1. What is simulated annealing.srt 14KB
  139. ~Get Your Files Here !/17. Particle Swarm Optimization/2. Particle swarm optimization introduction - basics.srt 14KB
  140. ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/1. Particle swarm optimization implementation I.srt 14KB
  141. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/21. Sorting.srt 13KB
  142. ~Get Your Files Here !/4. Challange #1 - WebCrawler/3. WebCrawler basic implementation.srt 13KB
  143. ~Get Your Files Here !/8. ### META-HEURISTICS ###/1. What are meta-heuristic approaches.srt 13KB
  144. ~Get Your Files Here !/21. Appendix #2 - Functions/3. Positional arguments and keyword arguments.srt 13KB
  145. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/1. What is depth-first search.srt 13KB
  146. ~Get Your Files Here !/7. A Search Algorithm/4. A search implementation II.srt 12KB
  147. ~Get Your Files Here !/24. Appendix #5 - NumPy/3. Dimension of arrays.srt 12KB
  148. ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/1. What is breadth-first search.srt 12KB
  149. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/17. Dictionaries in Python.srt 12KB
  150. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/14. What are linked list data structures.srt 12KB
  151. ~Get Your Files Here !/21. Appendix #2 - Functions/11. What is recursion.srt 12KB
  152. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/4. Travelling salesman problem implementation III.srt 11KB
  153. ~Get Your Files Here !/7. A Search Algorithm/2. A search illustration.srt 11KB
  154. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/16. Hashing and O(1) running time complexity.srt 11KB
  155. ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/2. Breadth-first search implementation.srt 11KB
  156. ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/1. What is the N-queens problem.srt 11KB
  157. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/18. Sets in Python.srt 11KB
  158. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/2. Travelling salesman problem implementation I.srt 11KB
  159. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/1. What is the Sudoku problem.srt 11KB
  160. ~Get Your Files Here !/24. Appendix #5 - NumPy/4. Indexes and slicing.srt 11KB
  161. ~Get Your Files Here !/7. A Search Algorithm/3. A search implementation I.srt 10KB
  162. ~Get Your Files Here !/6. Challange #2 - Maze Solver/4. Maze problem stack memory visualization.srt 10KB
  163. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/17. Comparing objects - overriding functions.srt 10KB
  164. ~Get Your Files Here !/24. Appendix #5 - NumPy/6. Reshape.srt 10KB
  165. ~Get Your Files Here !/20. Appendix #1 - Python Basics/9. How to use multiple conditions.srt 10KB
  166. ~Get Your Files Here !/20. Appendix #1 - Python Basics/4. Strings.srt 10KB
  167. ~Get Your Files Here !/13. Genetic Algorithms/3. Genetic algorithms introduction - crossover.srt 10KB
  168. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/4. What are array data structures II.srt 10KB
  169. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/6. Lists in Python - advanced operations.srt 10KB
  170. ~Get Your Files Here !/24. Appendix #5 - NumPy/2. Creating and updating arrays.srt 10KB
  171. ~Get Your Files Here !/17. Particle Swarm Optimization/1. What is swarm intelligence.srt 9KB
  172. ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/2. Simulated annealing implementation II.srt 9KB
  173. ~Get Your Files Here !/17. Particle Swarm Optimization/4. Exploration and exploitation trade-off.srt 9KB
  174. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/4. Sudoku problem implementation III.srt 9KB
  175. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/3. What are array data structures I.srt 9KB
  176. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/4. Depth-first search and stack memory visualization.srt 9KB
  177. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/1. Genetic algorithm implementation I.srt 9KB
  178. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/1. What is the travelling salesman problem (TSP).srt 9KB
  179. ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/3. Simulated annealing implementation III.srt 9KB
  180. ~Get Your Files Here !/24. Appendix #5 - NumPy/9. Stacking and merging arrays.srt 8KB
  181. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/3. Travelling salesman problem implementation II.srt 8KB
  182. ~Get Your Files Here !/20. Appendix #1 - Python Basics/5. String slicing.srt 8KB
  183. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/5. Genetic algorithm implementation V - elitism.srt 8KB
  184. ~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/2. What is the knapsack problem.srt 8KB
  185. ~Get Your Files Here !/13. Genetic Algorithms/4. Genetic algorithms introduction - mutation.srt 8KB
  186. ~Get Your Files Here !/13. Genetic Algorithms/1. Genetic algorithms introduction - basics.srt 8KB
  187. ~Get Your Files Here !/13. Genetic Algorithms/8. Advantages and limitations of genetic algorithms.srt 8KB
  188. ~Get Your Files Here !/4. Challange #1 - WebCrawler/2. What are WebCrawlers (core of search engines).srt 8KB
  189. ~Get Your Files Here !/20. Appendix #1 - Python Basics/13. Loops - for loop.srt 8KB
  190. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/2. Depth-first search implementation.srt 8KB
  191. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/3. Using the constructor.srt 8KB
  192. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/15. Modules.srt 8KB
  193. ~Get Your Files Here !/6. Challange #2 - Maze Solver/2. Maze problem introduction.srt 7KB
  194. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/5. Lists in Python.srt 7KB
  195. ~Get Your Files Here !/20. Appendix #1 - Python Basics/1. First steps in Python.srt 7KB
  196. ~Get Your Files Here !/13. Genetic Algorithms/5. Genetic algorithms introduction - selection.srt 7KB
  197. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/7. Lists in Python - list comprehension.srt 7KB
  198. ~Get Your Files Here !/20. Appendix #1 - Python Basics/19. Break and continue.srt 7KB
  199. ~Get Your Files Here !/21. Appendix #2 - Functions/2. Defining functions.srt 7KB
  200. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/15. Doubly linked list implementation in Python.srt 7KB
  201. ~Get Your Files Here !/20. Appendix #1 - Python Basics/7. Operators.srt 7KB
  202. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/12. Polymorphism and abstraction example.srt 7KB
  203. ~Get Your Files Here !/21. Appendix #2 - Functions/8. Yield operator.srt 6KB
  204. ~Get Your Files Here !/15. Genetic Algorithms Implementation - Constraint Satisfaction Problems/2. N queens problem implementation I.srt 6KB
  205. ~Get Your Files Here !/20. Appendix #1 - Python Basics/2. What are the basic data types.srt 6KB
  206. ~Get Your Files Here !/10. Simulated Annealing Implementation - Continuous Functions/1. Simulated annealing implementation I.srt 6KB
  207. ~Get Your Files Here !/11. Simulated Annealing Implementation - Combinatorial Optimization/5. Travelling salesman problem implementation IV.srt 6KB
  208. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/5. Memory comparison of graph traversal algorithms.srt 6KB
  209. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/13. Mutability and immutability.srt 6KB
  210. ~Get Your Files Here !/13. Genetic Algorithms/2. Genetic algorithms introduction - chromosomes.srt 6KB
  211. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/4. Genetic algorithm implementation IV.srt 6KB
  212. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/11. What is polymorphism.srt 6KB
  213. ~Get Your Files Here !/24. Appendix #5 - NumPy/1. What is the key advantage of NumPy.srt 6KB
  214. ~Get Your Files Here !/24. Appendix #5 - NumPy/5. Types.srt 6KB
  215. ~Get Your Files Here !/21. Appendix #2 - Functions/1. What are functions.srt 6KB
  216. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/4. Class variables and instance variables.srt 6KB
  217. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/7. Private variables and name mangling.srt 6KB
  218. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/9. The super keyword.srt 6KB
  219. ~Get Your Files Here !/20. Appendix #1 - Python Basics/14. Loops - while loop.srt 6KB
  220. ~Get Your Files Here !/21. Appendix #2 - Functions/10. What are the most relevant built-in functions.srt 6KB
  221. ~Get Your Files Here !/13. Genetic Algorithms/7. What is elitism.srt 5KB
  222. ~Get Your Files Here !/20. Appendix #1 - Python Basics/8. Conditional statements.srt 5KB
  223. ~Get Your Files Here !/21. Appendix #2 - Functions/14. Local vs global variables.srt 5KB
  224. ~Get Your Files Here !/20. Appendix #1 - Python Basics/6. Type casting.srt 5KB
  225. ~Get Your Files Here !/2. ### GRAPH ALGORITHMS ###/1. Why to consider graph algorithms.srt 5KB
  226. ~Get Your Files Here !/1. Introduction/GeneticAlgorithmNQueens.py 5KB
  227. ~Get Your Files Here !/25. COURSE MATERIALS/GeneticAlgorithmNQueens.py 5KB
  228. ~Get Your Files Here !/18. Particle Swarm Optimization - Simple Example/3. Particle swarm optimization implementation III.srt 5KB
  229. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/12. What are tuples.srt 5KB
  230. ~Get Your Files Here !/20. Appendix #1 - Python Basics/18. Enumerate.srt 5KB
  231. ~Get Your Files Here !/1. Introduction/SimulatedAnnealingSudoku.py 5KB
  232. ~Get Your Files Here !/25. COURSE MATERIALS/SimulatedAnnealingSudoku.py 5KB
  233. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/8. What is inheritance in OOP.srt 5KB
  234. ~Get Your Files Here !/14. Genetic Algorithms Implementation - Simple Example/2. Genetic algorithm implementation II.srt 5KB
  235. ~Get Your Files Here !/1. Introduction/GeneticAlgorithmKnapsack.py 5KB
  236. ~Get Your Files Here !/25. COURSE MATERIALS/GeneticAlgorithmKnapsack.py 5KB
  237. ~Get Your Files Here !/24. Appendix #5 - NumPy/10. Filter.srt 5KB
  238. ~Get Your Files Here !/21. Appendix #2 - Functions/15. The __main__ function.srt 5KB
  239. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/2. Data structures introduction.srt 4KB
  240. ~Get Your Files Here !/20. Appendix #1 - Python Basics/12. Logical operators.srt 4KB
  241. ~Get Your Files Here !/1. Introduction/GeneticAlgorithmElitism.py 4KB
  242. ~Get Your Files Here !/25. COURSE MATERIALS/GeneticAlgorithmElitism.py 4KB
  243. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/6. Applications of depth-first search.srt 4KB
  244. ~Get Your Files Here !/1. Introduction/SimulatedAnnealingTSP.py 4KB
  245. ~Get Your Files Here !/25. COURSE MATERIALS/SimulatedAnnealingTSP.py 4KB
  246. ~Get Your Files Here !/12. Simulated Annealing Implementation - Sudoku/5. Sudoku problem implementation IV.srt 4KB
  247. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/3. Depth-first search implementation with recursion.srt 4KB
  248. ~Get Your Files Here !/1. Introduction/ParticleSwarmOptimizationFunction.py 4KB
  249. ~Get Your Files Here !/25. COURSE MATERIALS/ParticleSwarmOptimizationFunction.py 4KB
  250. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/16. The __str__ function.srt 4KB
  251. ~Get Your Files Here !/7. A Search Algorithm/5. A search implementation III.srt 4KB
  252. ~Get Your Files Here !/13. Genetic Algorithms/6. Genetic algorithms introduction - the algorithm.srt 4KB
  253. ~Get Your Files Here !/21. Appendix #2 - Functions/5. Returning multiple values.srt 4KB
  254. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/2. Class and objects basics.srt 4KB
  255. ~Get Your Files Here !/1. Introduction/GeneticAlgorithmSequence.py 4KB
  256. ~Get Your Files Here !/25. COURSE MATERIALS/GeneticAlgorithmSequence.py 4KB
  257. ~Get Your Files Here !/20. Appendix #1 - Python Basics/17. What are nested loops.srt 4KB
  258. ~Get Your Files Here !/1. Introduction/SimulatedAnnelaingTSP.py 3KB
  259. ~Get Your Files Here !/25. COURSE MATERIALS/SimulatedAnnelaingTSP.py 3KB
  260. ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/3. Applications of breadth-first search.srt 3KB
  261. ~Get Your Files Here !/20. Appendix #1 - Python Basics/20. Calculating Fibonacci-numbers.srt 3KB
  262. ~Get Your Files Here !/1. Introduction/1. Introduction.srt 3KB
  263. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/1. What is object oriented programming (OOP).srt 3KB
  264. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/10. Function (method) override.srt 3KB
  265. ~Get Your Files Here !/1. Introduction/AStarSearch.py 3KB
  266. ~Get Your Files Here !/25. COURSE MATERIALS/AStarSearch.py 3KB
  267. ~Get Your Files Here !/7. A Search Algorithm/6. Path finding algorithms comparison.srt 3KB
  268. ~Get Your Files Here !/21. Appendix #2 - Functions/4. Returning values.srt 3KB
  269. ~Get Your Files Here !/1. Introduction/MazeBFS.py 3KB
  270. ~Get Your Files Here !/25. COURSE MATERIALS/MazeBFS.py 3KB
  271. ~Get Your Files Here !/21. Appendix #2 - Functions/9. Local and global variables.srt 3KB
  272. ~Get Your Files Here !/20. Appendix #1 - Python Basics/3. Booleans.srt 2KB
  273. ~Get Your Files Here !/1. Introduction/MazeProblem.py 2KB
  274. ~Get Your Files Here !/25. COURSE MATERIALS/MazeProblem.py 2KB
  275. ~Get Your Files Here !/1. Introduction/SimulatedAnnealingFunction.py 2KB
  276. ~Get Your Files Here !/25. COURSE MATERIALS/SimulatedAnnealingFunction.py 2KB
  277. ~Get Your Files Here !/24. Appendix #5 - NumPy/11. Running time comparison arrays and lists.html 1KB
  278. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/11. Measuring running time of lists.html 1KB
  279. ~Get Your Files Here !/1. Introduction/WebCrawler.py 1KB
  280. ~Get Your Files Here !/25. COURSE MATERIALS/WebCrawler.py 1KB
  281. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/9. Exercise list comprehension.html 1KB
  282. ~Get Your Files Here !/1. Introduction/DepthFirstSearch.py 1KB
  283. ~Get Your Files Here !/25. COURSE MATERIALS/DepthFirstSearch.py 1KB
  284. ~Get Your Files Here !/1. Introduction/BreadthFirstSearch.py 1KB
  285. ~Get Your Files Here !/25. COURSE MATERIALS/BreadthFirstSearch.py 1KB
  286. ~Get Your Files Here !/6. Challange #2 - Maze Solver/1. Course challenge #2 - maze problem.html 931B
  287. ~Get Your Files Here !/20. Appendix #1 - Python Basics/10. Exercise conditional statements.html 751B
  288. ~Get Your Files Here !/1. Introduction/DepthFirstSearchRecursion.py 748B
  289. ~Get Your Files Here !/25. COURSE MATERIALS/DepthFirstSearchRecursion.py 748B
  290. ~Get Your Files Here !/4. Challange #1 - WebCrawler/1. Course challenge #1 - WebCrawler problem.html 735B
  291. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/14. Solution abstraction.html 711B
  292. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/10. Solution list comprehension.html 696B
  293. ~Get Your Files Here !/20. Appendix #1 - Python Basics/22. Solution Fibonacci-numbers.html 643B
  294. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/8. (!!!) Python lists and arrays.html 631B
  295. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/13. Exercise abstraction.html 581B
  296. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/5. Exercise constructing classes.html 547B
  297. ~Get Your Files Here !/21. Appendix #2 - Functions/13. Solution recursion.html 506B
  298. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/19. Exercise constructing dictionaries.html 490B
  299. ~Get Your Files Here !/19. ### APPENDIX - PYTHON PROGRAMMING CRASH COURSE ###/1. Python crash course introduction.html 441B
  300. ~Get Your Files Here !/16. Challenge #3 - Knapsack Problem/1. Course challenge #3 - knapsack problem overview.html 433B
  301. ~Get Your Files Here !/20. Appendix #1 - Python Basics/11. Solution conditional statements.html 430B
  302. ~Get Your Files Here !/23. Appendix #4 - Object Oriented Programming (OOP)/6. Solution constructing classes.html 427B
  303. ~Get Your Files Here !/Bonus Resources.txt 386B
  304. ~Get Your Files Here !/21. Appendix #2 - Functions/6. Exercise functions.html 382B
  305. ~Get Your Files Here !/24. Appendix #5 - NumPy/7. Exercise reshape problem.html 368B
  306. ~Get Your Files Here !/22. Appendix #3 - Data Structures in Python/20. Solution constructing dictionaries.html 359B
  307. ~Get Your Files Here !/21. Appendix #2 - Functions/12. Exercise recursion.html 327B
  308. ~Get Your Files Here !/20. Appendix #1 - Python Basics/15. Exercise calculating the average.html 301B
  309. ~Get Your Files Here !/20. Appendix #1 - Python Basics/21. Exercise Fibonacci-numbers.html 281B
  310. ~Get Your Files Here !/21. Appendix #2 - Functions/7. Solution functions.html 278B
  311. ~Get Your Files Here !/20. Appendix #1 - Python Basics/16. Solution calculating the average.html 273B
  312. ~Get Your Files Here !/1. Introduction/__MACOSX/_BreadthFirstSearch.py 212B
  313. ~Get Your Files Here !/1. Introduction/__MACOSX/_DepthFirstSearch.py 212B
  314. ~Get Your Files Here !/1. Introduction/__MACOSX/_DepthFirstSearchRecursion.py 212B
  315. ~Get Your Files Here !/1. Introduction/__MACOSX/_GeneticAlgorithmElitism.py 212B
  316. ~Get Your Files Here !/1. Introduction/__MACOSX/_GeneticAlgorithmKnapsack.py 212B
  317. ~Get Your Files Here !/1. Introduction/__MACOSX/_GeneticAlgorithmNQueens.py 212B
  318. ~Get Your Files Here !/1. Introduction/__MACOSX/_GeneticAlgorithmSequence.py 212B
  319. ~Get Your Files Here !/1. Introduction/__MACOSX/_MazeBFS.py 212B
  320. ~Get Your Files Here !/1. Introduction/__MACOSX/_MazeProblem.py 212B
  321. ~Get Your Files Here !/1. Introduction/__MACOSX/_ParticleSwarmOptimizationFunction.py 212B
  322. ~Get Your Files Here !/1. Introduction/__MACOSX/_SimulatedAnnealingFunction.py 212B
  323. ~Get Your Files Here !/1. Introduction/__MACOSX/_SimulatedAnnelaingTSP.py 212B
  324. ~Get Your Files Here !/1. Introduction/__MACOSX/_WebCrawler.py 212B
  325. ~Get Your Files Here !/1. Introduction/__MACOSX/_ai.pptx 212B
  326. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_BreadthFirstSearch.py 212B
  327. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_DepthFirstSearch.py 212B
  328. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_DepthFirstSearchRecursion.py 212B
  329. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_GeneticAlgorithmElitism.py 212B
  330. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_GeneticAlgorithmKnapsack.py 212B
  331. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_GeneticAlgorithmNQueens.py 212B
  332. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_GeneticAlgorithmSequence.py 212B
  333. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_MazeBFS.py 212B
  334. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_MazeProblem.py 212B
  335. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_ParticleSwarmOptimizationFunction.py 212B
  336. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_SimulatedAnnealingFunction.py 212B
  337. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_SimulatedAnnelaingTSP.py 212B
  338. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_WebCrawler.py 212B
  339. ~Get Your Files Here !/25. COURSE MATERIALS/__MACOSX/_ai.pptx 212B
  340. ~Get Your Files Here !/24. Appendix #5 - NumPy/8. Solution reshape problem.html 208B
  341. ~Get Your Files Here !/13. Genetic Algorithms/9. Genetic Algorithms Quiz.html 205B
  342. ~Get Your Files Here !/17. Particle Swarm Optimization/5. Particle Swarm Optimization Quiz.html 205B
  343. ~Get Your Files Here !/3. Breadth-First Search (DFS) Algorithm/4. Breadth-First Search Quiz.html 205B
  344. ~Get Your Files Here !/5. Depth-First Search (DFS) Algorithm/7. Depth-First Search Quiz.html 205B
  345. ~Get Your Files Here !/7. A Search Algorithm/7. A Search Quiz.html 205B
  346. ~Get Your Files Here !/8. ### META-HEURISTICS ###/2. Heuristics Quiz.html 205B
  347. ~Get Your Files Here !/9. Simulated Annealing/2. Simulated Annealing Quiz.html 205B
  348. Get Bonus Downloads Here.url 182B
  349. ~Get Your Files Here !/1. Introduction/2. Slides and source code.html 127B
  350. ~Get Your Files Here !/25. COURSE MATERIALS/1. Slides and source code.html 56B