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[ DevCourseWeb.com ] Udemy - A.I. and Combinatorial Optimization with Meta-Heuristics
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Get Bonus Downloads Here.url - 182 B
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~Get Your Files Here !
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1. Introduction
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1. Introduction.mp4 - 9.39 MB
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1. Introduction.srt - 3.19 KB
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2. Slides and source code.html - 127 B
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AStarSearch.py - 3.15 KB
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BreadthFirstSearch.py - 1.12 KB
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DepthFirstSearch.py - 1.15 KB
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DepthFirstSearchRecursion.py - 748 B
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GeneticAlgorithmElitism.py - 4.37 KB
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GeneticAlgorithmKnapsack.py - 4.68 KB
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GeneticAlgorithmNQueens.py - 5.1 KB
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GeneticAlgorithmSequence.py - 3.61 KB
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MazeBFS.py - 2.69 KB
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MazeProblem.py - 2.23 KB
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ParticleSwarmOptimizationFunction.py - 4.04 KB
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SimulatedAnnealingFunction.py - 1.82 KB
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SimulatedAnnealingSudoku.py - 4.82 KB
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SimulatedAnnealingTSP.py - 4.24 KB
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SimulatedAnnelaingTSP.py - 3.48 KB
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WebCrawler.py - 1.21 KB
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__MACOSX
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_BreadthFirstSearch.py - 212 B
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_DepthFirstSearch.py - 212 B
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_DepthFirstSearchRecursion.py - 212 B
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_GeneticAlgorithmElitism.py - 212 B
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_GeneticAlgorithmKnapsack.py - 212 B
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_GeneticAlgorithmNQueens.py - 212 B
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_GeneticAlgorithmSequence.py - 212 B
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_MazeBFS.py - 212 B
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_MazeProblem.py - 212 B
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_ParticleSwarmOptimizationFunction.py - 212 B
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_SimulatedAnnealingFunction.py - 212 B
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_SimulatedAnnelaingTSP.py - 212 B
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_WebCrawler.py - 212 B
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_ai.pptx - 212 B
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ai.pptx - 2.15 MB
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10. Simulated Annealing Implementation - Continuous Functions
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1. Simulated annealing implementation I.mp4 - 20.22 MB
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1. Simulated annealing implementation I.srt - 6.33 KB
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2. Simulated annealing implementation II.mp4 - 51.3 MB
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2. Simulated annealing implementation II.srt - 9.45 KB
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3. Simulated annealing implementation III.mp4 - 44.51 MB
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3. Simulated annealing implementation III.srt - 8.56 KB
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11. Simulated Annealing Implementation - Combinatorial Optimization
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1. What is the travelling salesman problem (TSP).mp4 - 26.06 MB
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1. What is the travelling salesman problem (TSP).srt - 8.96 KB
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2. Travelling salesman problem implementation I.mp4 - 39.12 MB
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2. Travelling salesman problem implementation I.srt - 10.91 KB
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3. Travelling salesman problem implementation II.mp4 - 42.28 MB
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3. Travelling salesman problem implementation II.srt - 8.41 KB
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4. Travelling salesman problem implementation III.mp4 - 61.16 MB
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4. Travelling salesman problem implementation III.srt - 11.49 KB
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5. Travelling salesman problem implementation IV.mp4 - 25.79 MB
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5. Travelling salesman problem implementation IV.srt - 6.29 KB
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12. Simulated Annealing Implementation - Sudoku
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1. What is the Sudoku problem.mp4 - 27.02 MB
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1. What is the Sudoku problem.srt - 10.63 KB
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2. Sudoku problem implementation I.mp4 - 64.96 MB
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2. Sudoku problem implementation I.srt - 17.51 KB
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3. Sudoku problem implementation II.mp4 - 75.94 MB
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3. Sudoku problem implementation II.srt - 18.94 KB
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4. Sudoku problem implementation III.mp4 - 52.32 MB
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4. Sudoku problem implementation III.srt - 9.25 KB
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5. Sudoku problem implementation IV.mp4 - 19.77 MB
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5. Sudoku problem implementation IV.srt - 4.15 KB
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13. Genetic Algorithms
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1. Genetic algorithms introduction - basics.mp4 - 25.44 MB
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1. Genetic algorithms introduction - basics.srt - 8.03 KB
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2. Genetic algorithms introduction - chromosomes.mp4 - 18.92 MB
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2. Genetic algorithms introduction - chromosomes.srt - 5.96 KB
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3. Genetic algorithms introduction - crossover.mp4 - 23.72 MB
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3. Genetic algorithms introduction - crossover.srt - 9.85 KB
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4. Genetic algorithms introduction - mutation.mp4 - 20.75 MB
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4. Genetic algorithms introduction - mutation.srt - 8.07 KB
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5. Genetic algorithms introduction - selection.mp4 - 17.08 MB
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5. Genetic algorithms introduction - selection.srt - 7.21 KB
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6. Genetic algorithms introduction - the algorithm.mp4 - 11.75 MB
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6. Genetic algorithms introduction - the algorithm.srt - 3.94 KB
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7. What is elitism.mp4 - 12.31 MB
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7. What is elitism.srt - 5.46 KB
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8. Advantages and limitations of genetic algorithms.mp4 - 23.34 MB
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8. Advantages and limitations of genetic algorithms.srt - 8.02 KB
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9. Genetic Algorithms Quiz.html - 205 B
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14. Genetic Algorithms Implementation - Simple Example
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1. Genetic algorithm implementation I.mp4 - 34.68 MB
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1. Genetic algorithm implementation I.srt - 9.01 KB
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2. Genetic algorithm implementation II.mp4 - 22.45 MB
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2. Genetic algorithm implementation II.srt - 4.68 KB
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3. Genetic algorithm implementation III.mp4 - 87.28 MB
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3. Genetic algorithm implementation III.srt - 17.59 KB
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4. Genetic algorithm implementation IV.mp4 - 42.83 MB
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4. Genetic algorithm implementation IV.srt - 5.91 KB
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5. Genetic algorithm implementation V - elitism.mp4 - 54.38 MB
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5. Genetic algorithm implementation V - elitism.srt - 8.21 KB
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15. Genetic Algorithms Implementation - Constraint Satisfaction Problems
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1. What is the N-queens problem.mp4 - 29.06 MB
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1. What is the N-queens problem.srt - 10.94 KB
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2. N queens problem implementation I.mp4 - 22.75 MB
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2. N queens problem implementation I.srt - 6.35 KB
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3. N queens problem implementation II.mp4 - 59.57 MB
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3. N queens problem implementation II.srt - 14.96 KB
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16. Challenge #3 - Knapsack Problem
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1. Course challenge #3 - knapsack problem overview.html - 433 B
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2. What is the knapsack problem.mp4 - 21.29 MB
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2. What is the knapsack problem.srt - 8.14 KB
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3. Knapsack problem implementation.mp4 - 96.75 MB
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3. Knapsack problem implementation.srt - 18.16 KB
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17. Particle Swarm Optimization
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1. What is swarm intelligence.mp4 - 49.03 MB
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1. What is swarm intelligence.srt - 9.48 KB
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2. Particle swarm optimization introduction - basics.mp4 - 40.15 MB
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2. Particle swarm optimization introduction - basics.srt - 13.82 KB
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3. Particle swarm optimization introduction - the algorithm.mp4 - 52.07 MB
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3. Particle swarm optimization introduction - the algorithm.srt - 14.52 KB
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4. Exploration and exploitation trade-off.mp4 - 24.26 MB
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4. Exploration and exploitation trade-off.srt - 9.27 KB
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5. Particle Swarm Optimization Quiz.html - 205 B
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18. Particle Swarm Optimization - Simple Example
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1. Particle swarm optimization implementation I.mp4 - 55.43 MB
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1. Particle swarm optimization implementation I.srt - 13.75 KB
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2. Particle swarm optimization implementation II.mp4 - 106.14 MB
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2. Particle swarm optimization implementation II.srt - 19.05 KB
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3. Particle swarm optimization implementation III.mp4 - 34.84 MB
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3. Particle swarm optimization implementation III.srt - 5.07 KB
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19. ### APPENDIX - PYTHON PROGRAMMING CRASH COURSE ###
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1. Python crash course introduction.html - 441 B
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2. ### GRAPH ALGORITHMS ###
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1. Why to consider graph algorithms.mp4 - 15.4 MB
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1. Why to consider graph algorithms.srt - 5.29 KB
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20. Appendix #1 - Python Basics
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1. First steps in Python.mp4 - 13.68 MB
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1. First steps in Python.srt - 7.24 KB
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10. Exercise conditional statements.html - 751 B
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11. Solution conditional statements.html - 430 B
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12. Logical operators.mp4 - 17.6 MB
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12. Logical operators.srt - 4.46 KB
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13. Loops - for loop.mp4 - 18.96 MB
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13. Loops - for loop.srt - 7.74 KB
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14. Loops - while loop.mp4 - 14.41 MB
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14. Loops - while loop.srt - 5.54 KB
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15. Exercise calculating the average.html - 301 B
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16. Solution calculating the average.html - 273 B
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17. What are nested loops.mp4 - 13.16 MB
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17. What are nested loops.srt - 3.5 KB
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18. Enumerate.mp4 - 15.14 MB
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18. Enumerate.srt - 4.93 KB
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19. Break and continue.mp4 - 20.43 MB
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19. Break and continue.srt - 7.01 KB
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2. What are the basic data types.mp4 - 15.71 MB
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2. What are the basic data types.srt - 6.34 KB
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20. Calculating Fibonacci-numbers.mp4 - 8.38 MB
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20. Calculating Fibonacci-numbers.srt - 3.24 KB
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21. Exercise Fibonacci-numbers.html - 281 B
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22. Solution Fibonacci-numbers.html - 643 B
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3. Booleans.mp4 - 6.78 MB
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3. Booleans.srt - 2.42 KB
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4. Strings.mp4 - 28.16 MB
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4. Strings.srt - 9.85 KB
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5. String slicing.mp4 - 25.08 MB
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5. String slicing.srt - 8.22 KB
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6. Type casting.mp4 - 16.74 MB
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6. Type casting.srt - 5.31 KB
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7. Operators.mp4 - 20.63 MB
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7. Operators.srt - 6.63 KB
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8. Conditional statements.mp4 - 17.81 MB
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8. Conditional statements.srt - 5.35 KB
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9. How to use multiple conditions.mp4 - 31.41 MB
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9. How to use multiple conditions.srt - 10.08 KB
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21. Appendix #2 - Functions
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1. What are functions.mp4 - 17.29 MB
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1. What are functions.srt - 5.73 KB
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10. What are the most relevant built-in functions.mp4 - 15.38 MB
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10. What are the most relevant built-in functions.srt - 5.51 KB
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11. What is recursion.mp4 - 35.28 MB
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11. What is recursion.srt - 11.56 KB
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12. Exercise recursion.html - 327 B
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13. Solution recursion.html - 506 B
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14. Local vs global variables.mp4 - 15.01 MB
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14. Local vs global variables.srt - 5.32 KB
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15. The __main__ function.mp4 - 14.82 MB
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15. The __main__ function.srt - 4.56 KB
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2. Defining functions.mp4 - 18.85 MB
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2. Defining functions.srt - 6.92 KB
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3. Positional arguments and keyword arguments.mp4 - 46.12 MB
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3. Positional arguments and keyword arguments.srt - 12.83 KB
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4. Returning values.mp4 - 8.15 MB
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4. Returning values.srt - 3.06 KB
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5. Returning multiple values.mp4 - 12.17 MB
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5. Returning multiple values.srt - 3.79 KB
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6. Exercise functions.html - 382 B
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7. Solution functions.html - 278 B
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8. Yield operator.mp4 - 18.28 MB
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8. Yield operator.srt - 6.38 KB
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9. Local and global variables.mp4 - 8.9 MB
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9. Local and global variables.srt - 2.61 KB
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22. Appendix #3 - Data Structures in Python
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1. How to measure the running time of algorithms.mp4 - 37.29 MB
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1. How to measure the running time of algorithms.srt - 14.36 KB
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10. Solution list comprehension.html - 696 B
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11. Measuring running time of lists.html - 1.22 KB
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12. What are tuples.mp4 - 14.73 MB
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12. What are tuples.srt - 4.99 KB
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13. Mutability and immutability.mp4 - 18.51 MB
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13. Mutability and immutability.srt - 6.03 KB
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14. What are linked list data structures.mp4 - 34.48 MB
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14. What are linked list data structures.srt - 11.71 KB
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15. Doubly linked list implementation in Python.mp4 - 24.45 MB
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15. Doubly linked list implementation in Python.srt - 6.85 KB
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16. Hashing and O(1) running time complexity.mp4 - 30.99 MB
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16. Hashing and O(1) running time complexity.srt - 11.15 KB
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17. Dictionaries in Python.mp4 - 38.5 MB
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17. Dictionaries in Python.srt - 12.04 KB
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18. Sets in Python.mp4 - 47.15 MB
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18. Sets in Python.srt - 10.92 KB
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19. Exercise constructing dictionaries.html - 490 B
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2. Data structures introduction.mp4 - 13.84 MB
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2. Data structures introduction.srt - 4.5 KB
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20. Solution constructing dictionaries.html - 359 B
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21. Sorting.mp4 - 50.58 MB
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21. Sorting.srt - 12.93 KB
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3. What are array data structures I.mp4 - 25 MB
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3. What are array data structures I.srt - 9.15 KB
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4. What are array data structures II.mp4 - 24.96 MB
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4. What are array data structures II.srt - 9.62 KB
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5. Lists in Python.mp4 - 21.74 MB
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5. Lists in Python.srt - 7.25 KB
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6. Lists in Python - advanced operations.mp4 - 39.32 MB
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6. Lists in Python - advanced operations.srt - 9.6 KB
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7. Lists in Python - list comprehension.mp4 - 22.88 MB
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7. Lists in Python - list comprehension.srt - 7.02 KB
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8. (!!!) Python lists and arrays.html - 631 B
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9. Exercise list comprehension.html - 1.17 KB
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23. Appendix #4 - Object Oriented Programming (OOP)
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1. What is object oriented programming (OOP).mp4 - 12.51 MB
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1. What is object oriented programming (OOP).srt - 3.17 KB
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10. Function (method) override.mp4 - 18.17 MB
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10. Function (method) override.srt - 3.16 KB
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11. What is polymorphism.mp4 - 21.16 MB
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11. What is polymorphism.srt - 5.86 KB
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12. Polymorphism and abstraction example.mp4 - 33.28 MB
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12. Polymorphism and abstraction example.srt - 6.63 KB
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13. Exercise abstraction.html - 581 B
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14. Solution abstraction.html - 711 B
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15. Modules.mp4 - 21.79 MB
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15. Modules.srt - 7.51 KB
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16. The __str__ function.mp4 - 15.66 MB
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16. The __str__ function.srt - 4.02 KB
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17. Comparing objects - overriding functions.mp4 - 40.17 MB
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17. Comparing objects - overriding functions.srt - 10.12 KB
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2. Class and objects basics.mp4 - 10.49 MB
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2. Class and objects basics.srt - 3.73 KB
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3. Using the constructor.mp4 - 33.59 MB
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3. Using the constructor.srt - 7.55 KB
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4. Class variables and instance variables.mp4 - 30.99 MB
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4. Class variables and instance variables.srt - 5.66 KB
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5. Exercise constructing classes.html - 547 B
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6. Solution constructing classes.html - 427 B
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7. Private variables and name mangling.mp4 - 19.13 MB
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7. Private variables and name mangling.srt - 5.64 KB
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8. What is inheritance in OOP.mp4 - 18.03 MB
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8. What is inheritance in OOP.srt - 4.69 KB
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9. The super keyword.mp4 - 21.24 MB
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9. The super keyword.srt - 5.59 KB
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24. Appendix #5 - NumPy
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1. What is the key advantage of NumPy.mp4 - 17.17 MB
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1. What is the key advantage of NumPy.srt - 5.8 KB
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10. Filter.mp4 - 15.24 MB
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10. Filter.srt - 4.65 KB
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11. Running time comparison arrays and lists.html - 1.31 KB
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2. Creating and updating arrays.mp4 - 33.77 MB
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2. Creating and updating arrays.srt - 9.57 KB
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3. Dimension of arrays.mp4 - 36.26 MB
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3. Dimension of arrays.srt - 12.22 KB
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4. Indexes and slicing.mp4 - 31.51 MB
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4. Indexes and slicing.srt - 10.5 KB
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5. Types.mp4 - 19.29 MB
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5. Types.srt - 5.8 KB
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6. Reshape.mp4 - 33.84 MB
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6. Reshape.srt - 10.08 KB
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7. Exercise reshape problem.html - 368 B
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8. Solution reshape problem.html - 208 B
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9. Stacking and merging arrays.mp4 - 27.69 MB
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9. Stacking and merging arrays.srt - 8.43 KB
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25. COURSE MATERIALS
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1. Slides and source code.html - 56 B
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AStarSearch.py - 3.15 KB
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BreadthFirstSearch.py - 1.12 KB
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DepthFirstSearch.py - 1.15 KB
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DepthFirstSearchRecursion.py - 748 B
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GeneticAlgorithmElitism.py - 4.37 KB
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GeneticAlgorithmKnapsack.py - 4.68 KB
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GeneticAlgorithmNQueens.py - 5.1 KB
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GeneticAlgorithmSequence.py - 3.61 KB
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MazeBFS.py - 2.69 KB
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MazeProblem.py - 2.23 KB
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ParticleSwarmOptimizationFunction.py - 4.04 KB
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SimulatedAnnealingFunction.py - 1.82 KB
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SimulatedAnnealingSudoku.py - 4.82 KB
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SimulatedAnnealingTSP.py - 4.24 KB
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SimulatedAnnelaingTSP.py - 3.48 KB
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WebCrawler.py - 1.21 KB
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__MACOSX
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_BreadthFirstSearch.py - 212 B
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_DepthFirstSearch.py - 212 B
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_DepthFirstSearchRecursion.py - 212 B
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_GeneticAlgorithmElitism.py - 212 B
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_GeneticAlgorithmKnapsack.py - 212 B
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_GeneticAlgorithmNQueens.py - 212 B
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_GeneticAlgorithmSequence.py - 212 B
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_MazeBFS.py - 212 B
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_MazeProblem.py - 212 B
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_ParticleSwarmOptimizationFunction.py - 212 B
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_SimulatedAnnealingFunction.py - 212 B
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_SimulatedAnnelaingTSP.py - 212 B
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_WebCrawler.py - 212 B
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_ai.pptx - 212 B
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ai.pptx - 2.15 MB
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3. Breadth-First Search (DFS) Algorithm
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1. What is breadth-first search.mp4 - 26.9 MB
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1. What is breadth-first search.srt - 12.05 KB
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2. Breadth-first search implementation.mp4 - 48.54 MB
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2. Breadth-first search implementation.srt - 11.03 KB
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3. Applications of breadth-first search.mp4 - 8.11 MB
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3. Applications of breadth-first search.srt - 3.37 KB
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4. Breadth-First Search Quiz.html - 205 B
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4. Challange #1 - WebCrawler
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1. Course challenge #1 - WebCrawler problem.html - 735 B
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2. What are WebCrawlers (core of search engines).mp4 - 41.42 MB
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2. What are WebCrawlers (core of search engines).srt - 7.76 KB
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3. WebCrawler basic implementation.mp4 - 70.69 MB
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3. WebCrawler basic implementation.srt - 12.92 KB
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5. Depth-First Search (DFS) Algorithm
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1. What is depth-first search.mp4 - 32.47 MB
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1. What is depth-first search.srt - 12.8 KB
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2. Depth-first search implementation.mp4 - 29.52 MB
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2. Depth-first search implementation.srt - 7.7 KB
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3. Depth-first search implementation with recursion.mp4 - 16.87 MB
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3. Depth-first search implementation with recursion.srt - 4.05 KB
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4. Depth-first search and stack memory visualization.mp4 - 19.81 MB
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4. Depth-first search and stack memory visualization.srt - 9.02 KB
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5. Memory comparison of graph traversal algorithms.mp4 - 15.27 MB
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5. Memory comparison of graph traversal algorithms.srt - 6.16 KB
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6. Applications of depth-first search.mp4 - 11.36 MB
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6. Applications of depth-first search.srt - 4.33 KB
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7. Depth-First Search Quiz.html - 205 B
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6. Challange #2 - Maze Solver
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1. Course challenge #2 - maze problem.html - 931 B
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2. Maze problem introduction.mp4 - 14.91 MB
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2. Maze problem introduction.srt - 7.34 KB
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3. Maze problem implementation.mp4 - 72.3 MB
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3. Maze problem implementation.srt - 19.17 KB
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4. Maze problem stack memory visualization.mp4 - 20.72 MB
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4. Maze problem stack memory visualization.srt - 10.45 KB
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7. A Search Algorithm
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1. What is the A search algorithm.mp4 - 37.08 MB
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1. What is the A search algorithm.srt - 13.96 KB
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2. A search illustration.mp4 - 29.28 MB
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2. A search illustration.srt - 11.46 KB
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3. A search implementation I.mp4 - 31.39 MB
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3. A search implementation I.srt - 10.47 KB
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4. A search implementation II.mp4 - 48.87 MB
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4. A search implementation II.srt - 12.41 KB
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5. A search implementation III.mp4 - 17.93 MB
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5. A search implementation III.srt - 4.02 KB
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6. Path finding algorithms comparison.mp4 - 17.74 MB
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6. Path finding algorithms comparison.srt - 3.07 KB
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7. A Search Quiz.html - 205 B
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8. ### META-HEURISTICS ###
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1. What are meta-heuristic approaches.mp4 - 33.57 MB
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1. What are meta-heuristic approaches.srt - 12.91 KB
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2. Heuristics Quiz.html - 205 B
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9. Simulated Annealing
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1. What is simulated annealing.mp4 - 39.68 MB
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1. What is simulated annealing.srt - 13.91 KB
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2. Simulated Annealing Quiz.html - 205 B
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Bonus Resources.txt - 386 B
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| Trackers | Seeders | Leechers | Downloads |
|---|---|---|---|
| udp://tracker.zerobytes.xyz:1337/announce | 1 | 0 | 3 |
| udp://abufinzio.monocul.us:6969/announce | 1 | 0 | 5 |
| udp://www.torrent.eu.org:451/announce | 9 | 10 | 47 |
| udp://tracker.torrent.eu.org:451/announce | 9 | 10 | 47 |
| udp://tracker.0x.tf:6969/announce | 1 | 0 | 4 |
| udp://fe.dealclub.de:6969/announce | 1 | 0 | 5 |
| udp://tracker.opentrackr.org:1337/announce | 12 | 12 | 60 |
| udp://tracker.monitorit4.me:6969/announce | 1 | 0 | 1 |
| udp://code2chicken.nl:6969/announce | 1 | 0 | 4 |
| udp://open.stealth.si:80/announce | 11 | 10 | 55 |
| udp://engplus.ru:6969/announce | 1 | 0 | 4 |
| udp://vibe.sleepyinternetfun.xyz:1738/announce | 1 | 0 | 5 |
| udp://movies.zsw.ca:6969/announce | 1 | 0 | 5 |
| udp://exodus.desync.com:6969/announce | 8 | 10 | 42 |
| udp://tracker.theoks.net:6969/announce | 2 | 0 | 6 |
| udp://bt1.archive.org:6969/announce | 1 | 0 | 1 |
| udp://bt2.archive.org:6969/announce | 1 | 0 | 1 |
| udp://tracker1.bt.moack.co.kr:80/announce | 2 | 0 | 4 |
InfoHash:
C9B3825E21AA39C9EB7D359CCA08223D41B288E6
Last updated:
Feb 12, 2022
File count:
350 B
File Category:
9
Tags:
Udemy, IT & Software, Other, Tutorials