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[DesireCourse.Net] Udemy - Algorithmic Problems & Neural Networks in Python
magnet:?xt=urn:btih:e26b68d7489deeb91f0c502ba9c1eab4d64fe2c7&dn=[DesireCourse.Net] Udemy - Algorithmic Problems & Neural Networks in Python
磁力链接详情
Hash值:
e26b68d7489deeb91f0c502ba9c1eab4d64fe2c7
点击数:
231
文件大小:
826.11 MB
文件数量:
54
创建日期:
2020-10-30 05:31
最后访问:
2024-7-26 19:50
访问标签:
DesireCourse
Net
Udemy
-
Algorithmic
Problems
&
Neural
Networks
in
Python
文件列表详情
1. Introduction/1. Introduction.mp4 4.23 MB
2. Backtracking/1. Backtracking introduction.mp4 14.41 MB
2. Backtracking/10. Knight tour implementation.mp4 21.08 MB
2. Backtracking/12. Maze problem introduction.mp4 6.83 MB
2. Backtracking/13. Maze problem implementation.mp4 20.72 MB
2. Backtracking/14. NP-complete problems.mp4 9.01 MB
2. Backtracking/2. N-queens problem introduction.mp4 22.6 MB
2. Backtracking/3. N-queens problem implementation.mp4 29.04 MB
2. Backtracking/4. Hamiltonian cycle introduction.mp4 21.71 MB
2. Backtracking/5. Hamiltonian cycle illustration.mp4 13.19 MB
2. Backtracking/6. Hamiltonian cycle implementation.mp4 24.79 MB
2. Backtracking/7. Coloring problem introduction.mp4 22.01 MB
2. Backtracking/8. Coloring problem implementation.mp4 17.49 MB
2. Backtracking/9. Knight tour introduction.mp4 9.02 MB
3. Dynamic Programming/1. Dynamic programming introduction.mp4 8.58 MB
3. Dynamic Programming/10. Rod cutting problem introduction.mp4 12.73 MB
3. Dynamic Programming/11. Rod cutting problem example.mp4 18.95 MB
3. Dynamic Programming/12. Rod cutting problem implementation.mp4 14.59 MB
3. Dynamic Programming/2. Fibonacci numbers introduction.mp4 13.42 MB
3. Dynamic Programming/3. Fibonacci numbers implementation.mp4 11.98 MB
3. Dynamic Programming/4. Knapsack problem introduction.mp4 31.23 MB
3. Dynamic Programming/5. Knapsack problem example.mp4 30.08 MB
3. Dynamic Programming/6. Knapsack problem implementation.mp4 18.71 MB
3. Dynamic Programming/7. Coin change problem introduction.mp4 22.32 MB
3. Dynamic Programming/8. Coin change problem example.mp4 13.57 MB
3. Dynamic Programming/9. Coin change problem implementation.mp4 17.75 MB
4. Neural Network Theory/11. Feedforward neural networks.mp4 18.41 MB
4. Neural Network Theory/12. Optimization - cost function.mp4 25.88 MB
4. Neural Network Theory/13. Simplified feedforward network.mp4 19.41 MB
4. Neural Network Theory/14. Feedforward neural network topology.mp4 14.73 MB
4. Neural Network Theory/15. The learning algorithm.mp4 13.25 MB
4. Neural Network Theory/16. Error calculation.mp4 13.73 MB
4. Neural Network Theory/17. Gradient calculation I - output layer.mp4 20.27 MB
4. Neural Network Theory/18. Gradient calculation II - hidden layer.mp4 9.18 MB
4. Neural Network Theory/19. Backpropagation.mp4 12.66 MB
4. Neural Network Theory/2. Axons and neurons in the human brain.mp4 19.01 MB
4. Neural Network Theory/20. Backpropagation II.mp4 4.67 MB
4. Neural Network Theory/21. Applications of neural networks I - character recognition.mp4 8.77 MB
4. Neural Network Theory/22. Applications of neural networks II - stock market forecast.mp4 9.52 MB
4. Neural Network Theory/23. Deep learning.mp4 9.46 MB
4. Neural Network Theory/3. Modeling human brain.mp4 16.05 MB
4. Neural Network Theory/4. Learning paradigms.mp4 6.4 MB
4. Neural Network Theory/5. Artificial neurons - the model.mp4 16.3 MB
4. Neural Network Theory/6. Artificial neurons - activation functions.mp4 14.05 MB
4. Neural Network Theory/7. Artificial neurons - an example.mp4 11.18 MB
4. Neural Network Theory/8. Neural networks - the big picture.mp4 10.6 MB
4. Neural Network Theory/9. Applications of neural networks.mp4 5.16 MB
5. Neural Network Implementation/1. Neural network implementation - representations.mp4 10.11 MB
5. Neural Network Implementation/2. Neural network implementation - helper methods.mp4 8.14 MB
5. Neural Network Implementation/3. Neural network implementation - initialize.mp4 14.9 MB
5. Neural Network Implementation/4. Neural network implementation - feedforward.mp4 13.43 MB
5. Neural Network Implementation/5. Neural network implementation - backpropagation.mp4 24.45 MB
5. Neural Network Implementation/6. Neural network implementation - mean squared error.mp4 8.87 MB
5. Neural Network Implementation/7. Neural network implementation - testing.mp4 17.48 MB
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