[FreeCoursesOnline Me] [MANNING] Grokking Deep Learning in Motion [FCO]


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Torrent File Content (44 files)


[FreeCoursesOnline.Me] [MANNING] Grokking Deep Learning in Motion [FCO]
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          How you can help Team-FTU.txt -
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     01 - Introduction.mp4 -
90.98 MB

     02 - What you need to get started.mp4 -
75.23 MB

     03 - What is Deep Learning and Machine Learning.mp4 -
82.64 MB

     04 - Supervised vs. unsupervised learning.mp4 -
74.87 MB

     05 - Parametric vs. non-parametric learning.mp4 -
100.17 MB

     06 - Making a prediction.mp4 -
90.36 MB

     07 - What does a Neural Network do.mp4 -
45.68 MB

     08 - Multiple inputs.mp4 -
95.21 MB

     09 - Multiple outputs and stacking predictions.mp4 -
74.21 MB

     10 - Primer on NumPy.mp4 -
63.64 MB

     11 - Compare and learn.mp4 -
82.56 MB

     12 - Why measure error.mp4 -
58.61 MB

     13 - Hot and cold learning.mp4 -
85.75 MB

     14 - Gradient descent.mp4 -
80.72 MB

     15 - Learning with gradient decent.mp4 -
82.45 MB

     16 - The secret to learning.mp4 -
83.02 MB

     17 - How to use a derivative to learn.mp4 -
105.82 MB

     18 - Alpha.mp4 -
77.21 MB

     19 - Gradient descent learning with multiple inputs.mp4 -
80.31 MB

     20 - Several steps of learning.mp4 -
45.96 MB

     21 - Gradient descent with multiple outputs.mp4 -
39.29 MB

     22 - Visualizing weight values.mp4 -
92.57 MB

     23 - The streetlight problem.mp4 -
80.72 MB

     24 - Building our neural network.mp4 -
96.47 MB

     25 - Up and down pressure.mp4 -
137.95 MB

     26 - Correlation and backpropagation.mp4 -
92.68 MB

     27 - Linear vs. non-linear.mp4 -
68 MB

     28 - Our first 'deep' neural network.mp4 -
89.14 MB

     29 - Simplifying.mp4 -
86.64 MB

     30 - Simplified visualization.mp4 -
73.08 MB

     31 - Seeing the network predict.mp4 -
80.17 MB

     32 - 3-layer network on MNIST.mp4 -
121.89 MB

     33 - Overfitting in Neural Networks.mp4 -
84.43 MB

     34 - Regularization - Early Stopping and Dropout.mp4 -
185.54 MB

     35 - Activation Function Constraints.mp4 -
89.94 MB

     36 - Standard Activation Functions.mp4 -
127.35 MB

     37 - Softmax and implementation in code.mp4 -
172.77 MB

     38 - Where to go from here.mp4 -
73.09 MB



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