Index of /Cursos/[ FreeCourseWeb.com ] Udemy - Introduction to Machine Learning & Deep Learning in Python/12. Neural Networks
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1. ---- NEURAL NETWORKS INTRODUCTION ----.html
2019-08-01 14:33
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2. Axons and neurons in the human brain.mp4
2019-08-01 14:33
19M
2. Axons and neurons in the human brain.vtt
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3. Modeling human brain.mp4
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16M
3. Modeling human brain.vtt
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4. Learning paradigms.mp4
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4. Learning paradigms.vtt
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5. Artificial neurons - the model.mp4
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17M
5. Artificial neurons - the model.vtt
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6. Artificial neurons - activation functions.mp4
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6. Artificial neurons - activation functions.vtt
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7. Artificial neurons - an example.mp4
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11M
7. Artificial neurons - an example.vtt
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8. Neural networks - the big picture.mp4
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11M
8. Neural networks - the big picture.vtt
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9. Applications of neural networks.mp4
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5.2M
9. Applications of neural networks.vtt
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10. ---- BACKPROPAGATION ----.html
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11. Feedforward neural networks.mp4
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18M
11. Feedforward neural networks.vtt
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12. Optimization - cost function.mp4
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26M
12. Optimization - cost function.vtt
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13. Simplified feedforward network.mp4
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19M
13. Simplified feedforward network.vtt
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14. Feedforward neural network topology.mp4
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15M
14. Feedforward neural network topology.vtt
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15. The learning algorithm.mp4
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13M
15. The learning algorithm.vtt
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16. Error calculation.mp4
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14M
16. Error calculation.vtt
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17. Gradient calculation I - output layer.mp4
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20M
17. Gradient calculation I - output layer.vtt
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18. Gradient calculation II - hidden layer.mp4
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9.2M
18. Gradient calculation II - hidden layer.vtt
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19. Backpropagation.mp4
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13M
19. Backpropagation.vtt
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20. Backpropagation II.mp4
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4.7M
20. Backpropagation II.vtt
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21. Applications of neural networks I - character recognition.mp4
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8.8M
21. Applications of neural networks I - character recognition.vtt
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22. Applications of neural networks II - stock market forecast.mp4
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9.5M
22. Applications of neural networks II - stock market forecast.vtt
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23. Deep learning.mp4
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23. Deep learning.vtt
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24. ----- IMPLEMENTATION -----.html
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25. Building networks.mp4
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13M
25. Building networks.vtt
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26. Building networks II.mp4
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12M
26. Building networks II.vtt
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27. Handling datasets.mp4
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27. Handling datasets.vtt
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28. Neural network example I - XOR problem.mp4
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18M
28. Neural network example I - XOR problem.vtt
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29. Neural network example II - iris dataset.mp4
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36M
29. Neural network example II - iris dataset.vtt
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