FreeCoursesOnline Me MANNING Grokking Deep Learning in Motion FCO

FreeCoursesOnline Me MANNING Grokking Deep Learning in Motion FCO

Name	[FreeCoursesOnline.Me] [MANNING] Grokking Deep Learning in Motion [FCO]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.5 GB
Total Files	44
Last Seen	2025-07-18 23:36
Hash	9FC14C1572C4956A068152101F3409A6B2DE5337

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01 - Introduction.mp4	95.4 MB
02 - What you need to get started.mp4	78.9 MB
03 - What is Deep Learning and Machine Learning.mp4	86.7 MB
04 - Supervised vs. unsupervised learning.mp4	78.5 MB
05 - Parametric vs. non-parametric learning.mp4	105.0 MB
06 - Making a prediction.mp4	94.7 MB
07 - What does a Neural Network do.mp4	47.9 MB
08 - Multiple inputs.mp4	99.8 MB
09 - Multiple outputs and stacking predictions.mp4	77.8 MB
10 - Primer on NumPy.mp4	66.7 MB
11 - Compare and learn.mp4	86.6 MB
12 - Why measure error.mp4	61.5 MB
13 - Hot and cold learning.mp4	89.9 MB
14 - Gradient descent.mp4	84.6 MB
15 - Learning with gradient decent.mp4	86.5 MB
16 - The secret to learning.mp4	87.1 MB
17 - How to use a derivative to learn.mp4	111.0 MB
18 - Alpha.mp4	81.0 MB
19 - Gradient descent learning with multiple inputs.mp4	84.2 MB
20 - Several steps of learning.mp4	48.2 MB
21 - Gradient descent with multiple outputs.mp4	41.2 MB
22 - Visualizing weight values.mp4	97.1 MB
23 - The streetlight problem.mp4	84.6 MB
24 - Building our neural network.mp4	101.2 MB
25 - Up and down pressure.mp4	144.7 MB
26 - Correlation and backpropagation.mp4	97.2 MB
27 - Linear vs. non-linear.mp4	71.3 MB
28 - Our first 'deep' neural network.mp4	93.5 MB
29 - Simplifying.mp4	90.9 MB
30 - Simplified visualization.mp4	76.6 MB
31 - Seeing the network predict.mp4	84.1 MB
32 - 3-layer network on MNIST.mp4	127.8 MB
33 - Overfitting in Neural Networks.mp4	88.5 MB
34 - Regularization - Early Stopping and Dropout.mp4	194.5 MB
35 - Activation Function Constraints.mp4	94.3 MB
36 - Standard Activation Functions.mp4	133.5 MB
37 - Softmax and implementation in code.mp4	181.2 MB
38 - Where to go from here.mp4	76.6 MB
Total files 44