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[FreeCoursesOnline.Me] PacktPub - Deep Learning with Real World Projects [Video]
大小 7.03 GB
文件数 161
Info Hash: A6C470F088388A0CB7BA0C8EE31B8F13AEFC0E97
收录时间 2026-02-02 18:04:57
更新时间 2026-02-02 18:04:57
文件列表 (161)
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1 - Introduction/Activation Functions.mp4
151.3 MB
1 - Introduction/Code Password.mp4
719.85 KB
1 - Introduction/History of Deep learning.mp4
81.44 MB
1 - Introduction/Introduction.mp4
65.6 MB
1 - Introduction/Multi-Level Perceptrons.mp4
81.52 MB
1 - Introduction/Neural Network Playground.mp4
152.12 MB
1 - Introduction/Perceptrons.mp4
37.66 MB
1 - Introduction/Representations.mp4
158.08 MB
1 - Introduction/Training Neural Network - Part 1.mp4
122.56 MB
1 - Introduction/Training Neural Network - Part 2.mp4
56.79 MB
1 - Introduction/Training Neural Network - Part 3.mp4
110.75 MB
10 - CNN-Industry Live Project - Find..Save Life/Introduction.mp4
10.86 MB
10 - CNN-Industry Live Project - Find..Save Life/Working with X-Ray images - Case Study - Part 1.mp4
9.03 MB
10 - CNN-Industry Live Project - Find..Save Life/Working with X-Ray images - Case Study - Part 2.mp4
8.82 MB
10 - CNN-Industry Live Project - Find..Save Life/Working with X-Ray images - Case Study - Part 3.mp4
14.09 MB
10 - CNN-Industry Live Project - Find..Save Life/Working with X-Ray images - Case Study - Part 4.mp4
18.31 MB
10 - CNN-Industry Live Project - Find..Save Life/Working with X-Ray images - Case Study - Part 5.mp4
26.57 MB
10 - CNN-Industry Live Project - Find..Save Life/Working with X-Ray images - Case Study - Part 6.mp4
18.34 MB
11 - Recurrent Neural Networks - Introduction/Architecture.mp4
22.48 MB
11 - Recurrent Neural Networks - Introduction/Batch data.mp4
8.52 MB
11 - Recurrent Neural Networks - Introduction/Introduction to RNN.mp4
13.47 MB
11 - Recurrent Neural Networks - Introduction/One-to-Many.mp4
17.41 MB
11 - Recurrent Neural Networks - Introduction/RNN - Part 1.mp4
9.87 MB
11 - Recurrent Neural Networks - Introduction/RNN Formula.mp4
29.21 MB
11 - Recurrent Neural Networks - Introduction/RNN Part 2.mp4
6.43 MB
11 - Recurrent Neural Networks - Introduction/Simplified Notations.mp4
29.4 MB
11 - Recurrent Neural Networks - Introduction/Training RNN.mp4
11.6 MB
11 - Recurrent Neural Networks - Introduction/Types of RNN - Part 1.mp4
7.41 MB
11 - Recurrent Neural Networks - Introduction/Types of RNN - Part 2.mp4
13.22 MB
11 - Recurrent Neural Networks - Introduction/Vanishing Gradient.mp4
21.37 MB
12 - Recurrent Neural Networks - LSTM/Bidirectional RNN.mp4
14.31 MB
12 - Recurrent Neural Networks - LSTM/Gated Recurrent Network (GRU).mp4
27.03 MB
12 - Recurrent Neural Networks - LSTM/Introduction.mp4
4.43 MB
12 - Recurrent Neural Networks - LSTM/LSTM - Part 1.mp4
7.66 MB
12 - Recurrent Neural Networks - LSTM/LSTM - Part 2.mp4
5.96 MB
12 - Recurrent Neural Networks - LSTM/LSTM - Part 3.mp4
4.17 MB
12 - Recurrent Neural Networks - LSTM/LSTM - Part 4.mp4
11.56 MB
12 - Recurrent Neural Networks - LSTM/LSTM - Part 5.mp4
19.68 MB
12 - Recurrent Neural Networks - LSTM/LSTM Equation.mp4
8.51 MB
12 - Recurrent Neural Networks - LSTM/Online Offline Mode.mp4
10.25 MB
13 - Recurrent Neutral Networks - Part-Of-Speech Tagger/Part-Of-Speech Tagger case- study (Part-2).mp4
87.66 MB
13 - Recurrent Neutral Networks - Part-Of-Speech Tagger/Part-Of-Speech Tagger case- study (Part-3).mp4
42.59 MB
13 - Recurrent Neutral Networks - Part-Of-Speech Tagger/Part-Of-Speech Tagger case- study (Part-4).mp4
57.08 MB
13 - Recurrent Neutral Networks - Part-Of-Speech Tagger/Part-Of-Speech Tagger case- study (Part-5).mp4
109.35 MB
13 - Recurrent Neutral Networks - Part-Of-Speech Tagger/Part-Of-Speech Tagger case- study (Part-6).mp4
25.65 MB
13 - Recurrent Neutral Networks - Part-Of-Speech Tagger/Part-Of-Speech Tagger case- study (Part-7).mp4
59.99 MB
13 - Recurrent Neutral Networks - Part-Of-Speech Tagger/Part-Of-Speech Tagger case- study (Part-8).mp4
120.05 MB
13 - Recurrent Neutral Networks - Part-Of-Speech Tagger/Part-Of-Speech Tagger case- study (Part-9).mp4
30.86 MB
13 - Recurrent Neutral Networks - Part-Of-Speech Tagger/Part-Of-Speech Tagger case-study (Part-1).mp4
56.18 MB
14 - Text generation using RNN/Text Generation - Code generator case- study (Part-1).mp4
171.29 MB
14 - Text generation using RNN/Text Generation - Code generator case- study (Part-2).mp4
105.19 MB
14 - Text generation using RNN/Text Generation - Code generator case- study (Part-3).mp4
48.67 MB
14 - Text generation using RNN/Text Generation - Code generator case- study (Part-4).mp4
40.03 MB
2 - Artificial Neural Networks-Introduction/Activation Functions.mp4
41.88 MB
2 - Artificial Neural Networks-Introduction/Assumptions in Neural Networks.mp4
45.8 MB
2 - Artificial Neural Networks-Introduction/Deep Learning.mp4
28.97 MB
2 - Artificial Neural Networks-Introduction/Example for Perceptron.mp4
44.98 MB
2 - Artificial Neural Networks-Introduction/Homogeneous Co-ordinate.mp4
23.61 MB
2 - Artificial Neural Networks-Introduction/Input Layer.mp4
53.57 MB
2 - Artificial Neural Networks-Introduction/Introduction.mp4
23.91 MB
2 - Artificial Neural Networks-Introduction/Multi Classifier.mp4
37.87 MB
2 - Artificial Neural Networks-Introduction/Neural Networks.mp4
49.32 MB
2 - Artificial Neural Networks-Introduction/Output Layer.mp4
14.07 MB
2 - Artificial Neural Networks-Introduction/Perceptron for Classifiers.mp4
31.96 MB
2 - Artificial Neural Networks-Introduction/Perceptron in Depth.mp4
30.71 MB
2 - Artificial Neural Networks-Introduction/Perceptron.mp4
29.65 MB
2 - Artificial Neural Networks-Introduction/Sigmoid function.mp4
26.53 MB
2 - Artificial Neural Networks-Introduction/Training in Neural Networks.mp4
32.74 MB
2 - Artificial Neural Networks-Introduction/Understanding Human Brain.mp4
26.64 MB
2 - Artificial Neural Networks-Introduction/Understanding MNIST.mp4
20.44 MB
2 - Artificial Neural Networks-Introduction/Understanding Notations.mp4
99.95 MB
3 - ANN - Feed Forward Network/Bidirectional RNN.mp4
43.49 MB
3 - ANN - Feed Forward Network/Introduction.mp4
50.45 MB
3 - ANN - Feed Forward Network/Online Offline Mode.mp4
36.04 MB
3 - ANN - Feed Forward Network/Pseudocode for Batch.mp4
28.82 MB
3 - ANN - Feed Forward Network/Pseudocode.mp4
40.65 MB
3 - ANN - Feed Forward Network/Understanding Dimensions.mp4
58.63 MB
3 - ANN - Feed Forward Network/Vectorised Methods.mp4
81.39 MB
4 - Back Propagation/Back Propagation Training - Part 1.mp4
46.54 MB
4 - Back Propagation/Back Propagation Training - Part 10.mp4
23.04 MB
4 - Back Propagation/Back Propagation Training - Part 2.mp4
38.07 MB
4 - Back Propagation/Back Propagation Training - Part 3.mp4
14.74 MB
4 - Back Propagation/Back Propagation Training - Part 4.mp4
34.74 MB
4 - Back Propagation/Back Propagation Training - Part 5.mp4
34.76 MB
4 - Back Propagation/Back Propagation Training - Part 6.mp4
23.3 MB
4 - Back Propagation/Back Propagation Training - Part 7.mp4
20.59 MB
4 - Back Propagation/Back Propagation Training - Part 8.mp4
27 MB
4 - Back Propagation/Back Propagation Training - Part 9.mp4
28.96 MB
4 - Back Propagation/Finding Global Minima.mp4
10.31 MB
4 - Back Propagation/Introducing Loss Function.mp4
44.13 MB
4 - Back Propagation/Introduction.mp4
35.37 MB
4 - Back Propagation/Pseudocode.mp4
12.67 MB
4 - Back Propagation/SGD.mp4
38.95 MB
4 - Back Propagation/Sigmoid Function.mp4
25.96 MB
4 - Back Propagation/Training for Batches.mp4
22.82 MB
5 - Regularisation/Batch Normalisation - Part 1.mp4
36.08 MB
5 - Regularisation/Batch Normalisation - Part 2.mp4
37.55 MB
5 - Regularisation/Batch Normalisation - Part 3.mp4
50.64 MB
5 - Regularisation/Dropouts Part 1.mp4
24.18 MB
5 - Regularisation/Dropouts Part 2.mp4
13.46 MB
5 - Regularisation/Introducing Keras.mp4
122.91 MB
5 - Regularisation/Introducing TensorFlow.mp4
45.42 MB
5 - Regularisation/Introduction to Regularisation.mp4
49.04 MB
6 - Convolution Neural Networks/Applications for CNN.mp4
54.5 MB
6 - Convolution Neural Networks/Combining Network.mp4
53.18 MB
6 - Convolution Neural Networks/Convolution - Part 1.mp4
43.4 MB
6 - Convolution Neural Networks/Convolution - Part 2.mp4
79.49 MB
6 - Convolution Neural Networks/Feature Map.mp4
127.57 MB
6 - Convolution Neural Networks/Formulas.mp4
18.56 MB
6 - Convolution Neural Networks/Idea behind CNN - Part 1.mp4
45.92 MB
6 - Convolution Neural Networks/Idea behind CNN - Part 2.mp4
75.88 MB
6 - Convolution Neural Networks/Images.mp4
161.11 MB
6 - Convolution Neural Networks/Introduction.mp4
42.93 MB
6 - Convolution Neural Networks/Padding.mp4
15.13 MB
6 - Convolution Neural Networks/Pooling.mp4
70.59 MB
6 - Convolution Neural Networks/Stride and Padding.mp4
34.19 MB
6 - Convolution Neural Networks/Video.mp4
40 MB
6 - Convolution Neural Networks/Weight and Bias.mp4
82.52 MB
7 - CNN-Keras/Introduction.mp4
7.73 MB
7 - CNN-Keras/Practical on CNN - Case Study - Part 1.mp4
10.29 MB
7 - CNN-Keras/Practical on CNN - Case Study - Part 2.mp4
28.31 MB
7 - CNN-Keras/Practical on CNN - Case Study - Part 3.mp4
36 MB
7 - CNN-Keras/Practical on CNN - Case Study - Part 4.mp4
13.22 MB
7 - CNN-Keras/Practical on CNN - Case Study - Part 5.mp4
7.5 MB
7 - CNN-Keras/VGG16 (Visual Geometry Group).mp4
44.63 MB
8 - CNN-Transfer Learning/AlexNet.mp4
73.82 MB
8 - CNN-Transfer Learning/Analysis - Part 1.mp4
109.77 MB
8 - CNN-Transfer Learning/Analysis - Part 2.mp4
46.01 MB
8 - CNN-Transfer Learning/Case Study - Part 1.mp4
194.08 MB
8 - CNN-Transfer Learning/Case Study - Part 2.mp4
95.9 MB
8 - CNN-Transfer Learning/Case Study - Part 3.mp4
39.14 MB
8 - CNN-Transfer Learning/GoogleNet.mp4
48.7 MB
8 - CNN-Transfer Learning/Introduction.mp4
44.61 MB
8 - CNN-Transfer Learning/ResNet - Part 1.mp4
32.3 MB
8 - CNN-Transfer Learning/ResNet - Part 2.mp4
28.15 MB
8 - CNN-Transfer Learning/Transfer Learning - Part 1.mp4
7.42 MB
8 - CNN-Transfer Learning/Transfer Learning - Part 2.mp4
19.86 MB
8 - CNN-Transfer Learning/Transfer Learning - Part 3.mp4
35.32 MB
8 - CNN-Transfer Learning/Transfer Learning - Part 4.mp4
39.9 MB
8 - CNN-Transfer Learning/Transfer Learning - Part 5.mp4
27.1 MB
8 - CNN-Transfer Learning/Transfer Learning - Part 6.mp4
36.34 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Introduction.mp4
19.69 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 1.mp4
49.56 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 10.mp4
56.74 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 11.mp4
61.74 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 12.mp4
159.46 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 13.mp4
31.75 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 14.mp4
75.11 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 2.mp4
118.7 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 3.mp4
50.13 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 4.mp4
48.57 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 5.mp4
39.33 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 6.mp4
72.1 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 7.mp4
26.29 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 8.mp4
91.39 MB
9 - CNN-Industry Live Project - Playing..Natural Images/Working with Flower Images - Case Study - Part 9.mp4
81.05 MB
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