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MANNING | Grokking Deep Learning in Motion [FCO]...
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MANNING | Grokking Deep Learning in Motion [FCO] Torrent content (File list)
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01 - Introduction.mp4 91.0 MB |
02 - What you need to get started.mp4 75.2 MB |
03 - What is Deep Learning and Machine Learning.mp4 82.6 MB |
04 - Supervised vs. unsupervised learning.mp4 74.9 MB |
05 - Parametric vs. non-parametric learning.mp4 100.2 MB |
06 - Making a prediction.mp4 90.4 MB |
07 - What does a Neural Network do.mp4 45.7 MB |
08 - Multiple inputs.mp4 95.2 MB |
09 - Multiple outputs and stacking predictions.mp4 74.2 MB |
10 - Primer on NumPy.mp4 63.6 MB |
11 - Compare and learn.mp4 82.6 MB |
12 - Why measure error.mp4 58.6 MB |
13 - Hot and cold learning.mp4 85.7 MB |
14 - Gradient descent.mp4 80.7 MB |
15 - Learning with gradient decent.mp4 82.4 MB |
16 - The secret to learning.mp4 83.0 MB |
17 - How to use a derivative to learn.mp4 105.8 MB |
18 - Alpha.mp4 77.2 MB |
19 - Gradient descent learning with multiple inputs.mp4 80.3 MB |
20 - Several steps of learning.mp4 46.0 MB |
21 - Gradient descent with multiple outputs.mp4 39.3 MB |
22 - Visualizing weight values.mp4 92.6 MB |
23 - The streetlight problem.mp4 80.7 MB |
24 - Building our neural network.mp4 96.5 MB |
25 - Up and down pressure.mp4 138.0 MB |
26 - Correlation and backpropagation.mp4 92.7 MB |
27 - Linear vs. non-linear.mp4 68.0 MB |
28 - Our first 'deep' neural network.mp4 89.1 MB |
29 - Simplifying.mp4 86.6 MB |
30 - Simplified visualization.mp4 73.1 MB |
31 - Seeing the network predict.mp4 80.2 MB |
32 - 3-layer network on MNIST.mp4 121.9 MB |
33 - Overfitting in Neural Networks.mp4 84.4 MB |
34 - Regularization - Early Stopping and Dropout.mp4 185.5 MB |
35 - Activation Function Constraints.mp4 89.9 MB |
36 - Standard Activation Functions.mp4 127.4 MB |
37 - Softmax and implementation in code.mp4 172.8 MB |
38 - Where to go from here.mp4 73.1 MB |
- Torrent indexed: 6 years
- Torrent updated: Tuesday 28th of May 2019 02:31:40 PM
- Torrent hash: 9FC14C1572C4956A068152101F3409A6B2DE5337
- Torrent size: 3.3 GB
- Torrent category: Other

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