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种子名称： [FTUForum.com] [UDEMY] Algorithmic Problems in Python [FTU]
文件类型： 视频
文件数目： 54个文件
文件大小： 906.62 MB
收录时间： 2019-7-23 20:18
已经下载： 3次
资源热度： 131
最近下载： 2024-12-9 01:03

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[FTUForum.com] [UDEMY] Algorithmic Problems in Python [FTU].torrent

1. Introduction/1. Introduction.mp411.89MB

2. Backtracking/1. Backtracking introduction.mp414.41MB

2. Backtracking/10. Knight tour implementation.mp421.08MB

2. Backtracking/12. Maze problem introduction.mp46.83MB

2. Backtracking/13. Maze problem implementation.mp420.72MB

2. Backtracking/14. NP-complete problems.mp49.01MB

2. Backtracking/2. N-queens problem introduction.mp422.6MB

2. Backtracking/3. N-queens problem implementation.mp429.04MB

2. Backtracking/4. Hamiltonian cycle introduction.mp421.71MB

2. Backtracking/5. Hamiltonian cycle illustration.mp413.19MB

2. Backtracking/6. Hamiltonian cycle implementation.mp424.79MB

2. Backtracking/7. Coloring problem introduction.mp422.01MB

2. Backtracking/8. Coloring problem implementation.mp417.49MB

2. Backtracking/9. Knight tour introduction.mp49.02MB

3. Dynamic Programming/1. Dynamic programming introduction.mp48.58MB

3. Dynamic Programming/10. Rod cutting problem introduction.mp412.73MB

3. Dynamic Programming/11. Rod cutting problem example.mp418.95MB

3. Dynamic Programming/12. Rod cutting problem implementation.mp414.59MB

3. Dynamic Programming/2. Fibonacci numbers introduction.mp413.42MB

3. Dynamic Programming/3. Fibonacci numbers implementation.mp411.98MB

3. Dynamic Programming/4. Knapsack problem introduction.mp431.23MB

3. Dynamic Programming/5. Knapsack problem example.mp430.08MB

3. Dynamic Programming/6. Knapsack problem implementation.mp418.71MB

3. Dynamic Programming/7. Coin change problem introduction.mp422.32MB

3. Dynamic Programming/8. Coin change problem example.mp413.57MB

3. Dynamic Programming/9. Coin change problem implementation.mp417.75MB

4. Neural Network Theory/11. Feedforward neural networks.mp418.41MB

4. Neural Network Theory/12. Optimization - cost function.mp425.88MB

4. Neural Network Theory/13. Simplified feedforward network.mp419.41MB

4. Neural Network Theory/14. Feedforward neural network topology.mp414.73MB

4. Neural Network Theory/15. The learning algorithm.mp413.25MB

4. Neural Network Theory/16. Error calculation.mp413.73MB

4. Neural Network Theory/17. Gradient calculation I - output layer.mp420.27MB

4. Neural Network Theory/18. Gradient calculation II - hidden layer.mp49.18MB

4. Neural Network Theory/19. Backpropagation.mp412.66MB

4. Neural Network Theory/2. Axons and neurons in the human brain.mp419.01MB

4. Neural Network Theory/20. Backpropagation II.mp44.67MB

4. Neural Network Theory/21. Applications of neural networks I - character recognition.mp48.77MB

4. Neural Network Theory/22. Applications of neural networks II - stock market forecast.mp49.52MB

4. Neural Network Theory/23. Deep learning.mp49.46MB

4. Neural Network Theory/3. Modeling human brain.mp416.05MB

4. Neural Network Theory/4. Learning paradigms.mp46.4MB

4. Neural Network Theory/5. Artificial neurons - the model.mp416.3MB

4. Neural Network Theory/6. Artificial neurons - activation functions.mp414.05MB

4. Neural Network Theory/7. Artificial neurons - an example.mp411.18MB

4. Neural Network Theory/8. Neural networks - the big picture.mp410.6MB

4. Neural Network Theory/9. Applications of neural networks.mp45.16MB

5. Neural Network Implementation/1. Neural network implementation - representations.mp410.11MB

5. Neural Network Implementation/2. Neural network implementation - helper methods.mp48.14MB

5. Neural Network Implementation/3. Neural network implementation - initialize.mp414.9MB

5. Neural Network Implementation/4. Neural network implementation - feedforward.mp413.43MB

5. Neural Network Implementation/5. Neural network implementation - backpropagation.mp424.45MB

5. Neural Network Implementation/6. Neural network implementation - mean squared error.mp430.8MB

5. Neural Network Implementation/7. Neural network implementation - testing.mp468.41MB