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| [CourseClub.NET].url |
123б |
| 001 What is Deep Learning.mp4 |
31.31Мб |
| 001 What is Deep Learning-en.srt |
18.76Кб |
| 001 What is Deep Learning-es.srt |
19.02Кб |
| 001 What is Deep Learning-it.srt |
19.04Кб |
| 001 What is Deep Learning-ja.srt |
4.80Кб |
| 001 What is Deep Learning-pt.srt |
18.79Кб |
| 001 What is Deep Learning-tr.srt |
17.17Кб |
| 002 Installing Python.mp4 |
20.38Мб |
| 002 Installing Python-en.srt |
11.70Кб |
| 002 Installing Python-es.srt |
11.71Кб |
| 002 Installing Python-it.srt |
11.71Кб |
| 002 Installing Python-ja.srt |
3.14Кб |
| 002 Installing Python-pt.srt |
11.67Кб |
| 002 Installing Python-tr.srt |
10.62Кб |
| 003 How to get the dataset.mp4 |
6.48Мб |
| 003 How to get the dataset-en.srt |
2.52Кб |
| 003 How to get the dataset-es.srt |
2.64Кб |
| 003 How to get the dataset-it.srt |
2.56Кб |
| 003 How to get the dataset-ja.srt |
531б |
| 003 How to get the dataset-pt.srt |
2.51Кб |
| 003 How to get the dataset-tr.srt |
2.24Кб |
| 004 Some Additional Resources.html |
1.43Кб |
| 006 Plan of Attack.mp4 |
4.74Мб |
| 006 Plan of Attack-en.srt |
4.14Кб |
| 006 Plan of Attack-es.srt |
4.14Кб |
| 006 Plan of Attack-it.srt |
4.08Кб |
| 006 Plan of Attack-ja.srt |
831б |
| 006 Plan of Attack-pt.srt |
4.01Кб |
| 006 Plan of Attack-tr.srt |
3.62Кб |
| 007 The Neuron.mp4 |
29.57Мб |
| 007 The Neuron-en.srt |
25.86Кб |
| 007 The Neuron-es.srt |
25.80Кб |
| 007 The Neuron-it.srt |
25.94Кб |
| 007 The Neuron-ja.srt |
5.56Кб |
| 007 The Neuron-pt.srt |
25.47Кб |
| 007 The Neuron-tr.srt |
22.71Кб |
| 008 The Activation Function.mp4 |
14.75Мб |
| 008 The Activation Function-en.srt |
12.36Кб |
| 008 The Activation Function-es.srt |
12.26Кб |
| 008 The Activation Function-it.srt |
12.33Кб |
| 008 The Activation Function-ja.srt |
3.02Кб |
| 008 The Activation Function-pt.srt |
11.99Кб |
| 008 The Activation Function-tr.srt |
11.00Кб |
| 009 How do Neural Networks work.mp4 |
23.53Мб |
| 009 How do Neural Networks work-en.srt |
19.91Кб |
| 009 How do Neural Networks work-es.srt |
20.05Кб |
| 009 How do Neural Networks work-it.srt |
20.06Кб |
| 009 How do Neural Networks work-ja.srt |
5.04Кб |
| 009 How do Neural Networks work-pt.srt |
19.69Кб |
| 009 How do Neural Networks work-tr.srt |
17.66Кб |
| 010 How do Neural Networks learn.mp4 |
26.55Мб |
| 010 How do Neural Networks learn-en.srt |
19.62Кб |
| 010 How do Neural Networks learn-es.srt |
20.00Кб |
| 010 How do Neural Networks learn-it.srt |
20.06Кб |
| 010 How do Neural Networks learn-ja.srt |
4.76Кб |
| 010 How do Neural Networks learn-pt.srt |
19.48Кб |
| 010 How do Neural Networks learn-tr.srt |
17.65Кб |
| 011 Gradient Descent.mp4 |
18.53Мб |
| 011 Gradient Descent-en.srt |
14.71Кб |
| 011 Gradient Descent-es.srt |
14.87Кб |
| 011 Gradient Descent-it.srt |
14.79Кб |
| 011 Gradient Descent-ja.srt |
3.62Кб |
| 011 Gradient Descent-pt.srt |
14.56Кб |
| 011 Gradient Descent-tr.srt |
13.14Кб |
| 012 Stochastic Gradient Descent.mp4 |
16.82Мб |
| 012 Stochastic Gradient Descent-en.srt |
12.66Кб |
| 012 Stochastic Gradient Descent-es.srt |
12.87Кб |
| 012 Stochastic Gradient Descent-it.srt |
12.98Кб |
| 012 Stochastic Gradient Descent-ja.srt |
3.22Кб |
| 012 Stochastic Gradient Descent-pt.srt |
12.60Кб |
| 012 Stochastic Gradient Descent-tr.srt |
11.29Кб |
| 013 Backpropagation.mp4 |
10.92Мб |
| 013 Backpropagation-en.srt |
7.36Кб |
| 013 Backpropagation-es.srt |
7.59Кб |
| 013 Backpropagation-it.srt |
7.57Кб |
| 013 Backpropagation-ja.srt |
1.77Кб |
| 013 Backpropagation-pt.srt |
7.36Кб |
| 013 Backpropagation-tr.srt |
6.46Кб |
| 015 How to get the dataset.mp4 |
6.48Мб |
| 015 How to get the dataset-en.srt |
2.52Кб |
| 015 How to get the dataset-es.srt |
2.64Кб |
| 015 How to get the dataset-it.srt |
2.56Кб |
| 015 How to get the dataset-ja.srt |
491б |
| 015 How to get the dataset-pt.srt |
2.50Кб |
| 015 How to get the dataset-tr.srt |
2.27Кб |
| 016 Business Problem Description.mp4 |
16.37Мб |
| 016 Business Problem Description-en.srt |
7.69Кб |
| 016 Business Problem Description-es.srt |
7.90Кб |
| 016 Business Problem Description-it.srt |
7.89Кб |
| 016 Business Problem Description-ja.srt |
1.75Кб |
| 016 Business Problem Description-pt.srt |
7.68Кб |
| 016 Business Problem Description-tr.srt |
7.00Кб |
| 017 Building an ANN - Step 1.mp4 |
24.28Мб |
| 017 Building an ANN - Step 1-en.srt |
20.42Кб |
| 017 Building an ANN - Step 1-es.srt |
21.58Кб |
| 017 Building an ANN - Step 1-it.srt |
21.23Кб |
| 017 Building an ANN - Step 1-ja.srt |
5.65Кб |
| 017 Building an ANN - Step 1-pt.srt |
20.96Кб |
| 017 Building an ANN - Step 1-tr.srt |
18.62Кб |
| 018 Building an ANN - Step 2.mp4 |
45.86Мб |
| 018 Building an ANN - Step 2-en.srt |
28.23Кб |
| 018 Building an ANN - Step 2-es.srt |
29.34Кб |
| 018 Building an ANN - Step 2-it.srt |
29.31Кб |
| 018 Building an ANN - Step 2-ja.srt |
5.63Кб |
| 018 Building an ANN - Step 2-pt.srt |
28.41Кб |
| 018 Building an ANN - Step 2-tr.srt |
26.02Кб |
| 019 Building an ANN - Step 3.mp4 |
8.37Мб |
| 019 Building an ANN - Step 3-en.srt |
5.21Кб |
| 019 Building an ANN - Step 3-es.srt |
5.43Кб |
| 019 Building an ANN - Step 3-it.srt |
5.37Кб |
| 019 Building an ANN - Step 3-ja.srt |
1.24Кб |
| 019 Building an ANN - Step 3-pt.srt |
5.34Кб |
| 019 Building an ANN - Step 3-tr.srt |
4.73Кб |
| 020 Building an ANN - Step 4.mp4 |
5.95Мб |
| 020 Building an ANN - Step 4-en.srt |
3.87Кб |
| 020 Building an ANN - Step 4-es.srt |
3.96Кб |
| 020 Building an ANN - Step 4-it.srt |
4.00Кб |
| 020 Building an ANN - Step 4-ja.srt |
721б |
| 020 Building an ANN - Step 4-pt.srt |
3.91Кб |
| 020 Building an ANN - Step 4-tr.srt |
3.44Кб |
| 021 Building an ANN - Step 5.mp4 |
29.58Мб |
| 021 Building an ANN - Step 5-en.srt |
20.21Кб |
| 021 Building an ANN - Step 5-es.srt |
20.67Кб |
| 021 Building an ANN - Step 5-it.srt |
20.70Кб |
| 021 Building an ANN - Step 5-ja.srt |
4.35Кб |
| 021 Building an ANN - Step 5-pt.srt |
20.00Кб |
| 021 Building an ANN - Step 5-tr.srt |
17.86Кб |
| 022 Building an ANN - Step 6.mp4 |
7.05Мб |
| 022 Building an ANN - Step 6-en.srt |
4.50Кб |
| 022 Building an ANN - Step 6-es.srt |
4.56Кб |
| 022 Building an ANN - Step 6-it.srt |
4.68Кб |
| 022 Building an ANN - Step 6-ja.srt |
1.25Кб |
| 022 Building an ANN - Step 6-pt.srt |
4.48Кб |
| 022 Building an ANN - Step 6-tr.srt |
4.06Кб |
| 023 Building an ANN - Step 7.mp4 |
8.99Мб |
| 023 Building an ANN - Step 7-en.srt |
5.76Кб |
| 023 Building an ANN - Step 7-es.srt |
5.77Кб |
| 023 Building an ANN - Step 7-it.srt |
5.86Кб |
| 023 Building an ANN - Step 7-ja.srt |
1.79Кб |
| 023 Building an ANN - Step 7-pt.srt |
5.70Кб |
| 023 Building an ANN - Step 7-tr.srt |
5.04Кб |
| 024 Building an ANN - Step 8.mp4 |
18.18Мб |
| 024 Building an ANN - Step 8-en.srt |
11.58Кб |
| 024 Building an ANN - Step 8-es.srt |
11.73Кб |
| 024 Building an ANN - Step 8-it.srt |
11.70Кб |
| 024 Building an ANN - Step 8-ja.srt |
2.51Кб |
| 024 Building an ANN - Step 8-pt.srt |
11.36Кб |
| 024 Building an ANN - Step 8-tr.srt |
10.30Кб |
| 025 Building an ANN - Step 9.mp4 |
16.89Мб |
| 025 Building an ANN - Step 9-en.srt |
9.87Кб |
| 025 Building an ANN - Step 9-es.srt |
10.25Кб |
| 025 Building an ANN - Step 9-it.srt |
10.30Кб |
| 025 Building an ANN - Step 9-ja.srt |
2.40Кб |
| 025 Building an ANN - Step 9-pt.srt |
9.87Кб |
| 025 Building an ANN - Step 9-tr.srt |
8.77Кб |
| 026 Building an ANN - Step 10.mp4 |
17.43Мб |
| 026 Building an ANN - Step 10-en.srt |
11.06Кб |
| 026 Building an ANN - Step 10-es.srt |
11.48Кб |
| 026 Building an ANN - Step 10-it.srt |
11.41Кб |
| 026 Building an ANN - Step 10-ja.srt |
2.49Кб |
| 026 Building an ANN - Step 10-pt.srt |
11.00Кб |
| 026 Building an ANN - Step 10-tr.srt |
10.03Кб |
| 028 Homework Solution.mp4 |
37.62Мб |
| 028 Homework Solution-en.srt |
20.02Кб |
| 028 Homework Solution-es.srt |
20.63Кб |
| 028 Homework Solution-it.srt |
20.81Кб |
| 028 Homework Solution-ja.srt |
4.40Кб |
| 028 Homework Solution-pt.srt |
19.97Кб |
| 028 Homework Solution-tr.srt |
18.07Кб |
| 029 Evaluating the ANN.mp4 |
55.84Мб |
| 029 Evaluating the ANN-en.srt |
29.36Кб |
| 029 Evaluating the ANN-es.srt |
30.80Кб |
| 029 Evaluating the ANN-it.srt |
31.06Кб |
| 029 Evaluating the ANN-ja.srt |
6.97Кб |
| 029 Evaluating the ANN-pt.srt |
29.64Кб |
| 029 Evaluating the ANN-tr.srt |
26.89Кб |
| 030 Improving the ANN.mp4 |
19.83Мб |
| 030 Improving the ANN-en.srt |
11.00Кб |
| 030 Improving the ANN-es.srt |
11.51Кб |
| 030 Improving the ANN-it.srt |
11.35Кб |
| 030 Improving the ANN-ja.srt |
2.50Кб |
| 030 Improving the ANN-pt.srt |
11.17Кб |
| 030 Improving the ANN-tr.srt |
9.98Кб |
| 031 Tuning the ANN.mp4 |
50.76Мб |
| 031 Tuning the ANN-en.srt |
30.03Кб |
| 031 Tuning the ANN-es.srt |
31.26Кб |
| 031 Tuning the ANN-it.srt |
31.26Кб |
| 031 Tuning the ANN-ja.srt |
7.23Кб |
| 031 Tuning the ANN-pt.srt |
30.11Кб |
| 031 Tuning the ANN-tr.srt |
27.27Кб |
| 034 Plan of attack.mp4 |
5.93Мб |
| 034 Plan of attack-en.srt |
5.43Кб |
| 034 Plan of attack-es.srt |
5.48Кб |
| 034 Plan of attack-it.srt |
5.42Кб |
| 034 Plan of attack-ja.srt |
1005б |
| 034 Plan of attack-pt.srt |
5.37Кб |
| 034 Plan of attack-tr.srt |
4.92Кб |
| 035 What are convolutional neural networks.mp4 |
29.50Мб |
| 035 What are convolutional neural networks-en.srt |
22.93Кб |
| 035 What are convolutional neural networks-es.srt |
22.97Кб |
| 035 What are convolutional neural networks-it.srt |
23.05Кб |
| 035 What are convolutional neural networks-ja.srt |
5.60Кб |
| 035 What are convolutional neural networks-pt.srt |
22.57Кб |
| 035 What are convolutional neural networks-tr.srt |
20.33Кб |
| 036 Step 1 - Convolution Operation.mp4 |
31.02Мб |
| 036 Step 1 - Convolution Operation-en.srt |
23.94Кб |
| 036 Step 1 - Convolution Operation-es.srt |
24.64Кб |
| 036 Step 1 - Convolution Operation-it.srt |
24.67Кб |
| 036 Step 1 - Convolution Operation-ja.srt |
6.16Кб |
| 036 Step 1 - Convolution Operation-pt.srt |
23.87Кб |
| 036 Step 1 - Convolution Operation-tr.srt |
21.97Кб |
| 037 Step 1(b) - ReLU Layer.mp4 |
14.09Мб |
| 037 Step 1(b) - ReLU Layer-en.srt |
9.63Кб |
| 037 Step 1(b) - ReLU Layer-es.srt |
9.78Кб |
| 037 Step 1(b) - ReLU Layer-it.srt |
9.71Кб |
| 037 Step 1(b) - ReLU Layer-ja.srt |
1.47Кб |
| 037 Step 1(b) - ReLU Layer-pt.srt |
9.60Кб |
| 037 Step 1(b) - ReLU Layer-tr.srt |
8.73Кб |
| 038 Step 2 - Pooling.mp4 |
40.24Мб |
| 038 Step 2 - Pooling-en.srt |
21.93Кб |
| 038 Step 2 - Pooling-es.srt |
22.38Кб |
| 038 Step 2 - Pooling-it.srt |
22.40Кб |
| 038 Step 2 - Pooling-ja.srt |
5.45Кб |
| 038 Step 2 - Pooling-pt.srt |
21.92Кб |
| 038 Step 2 - Pooling-tr.srt |
19.53Кб |
| 039 Step 3 - Flattening.mp4 |
3.27Мб |
| 039 Step 3 - Flattening-en.srt |
2.61Кб |
| 039 Step 3 - Flattening-es.srt |
2.67Кб |
| 039 Step 3 - Flattening-it.srt |
2.65Кб |
| 039 Step 3 - Flattening-ja.srt |
579б |
| 039 Step 3 - Flattening-pt.srt |
2.56Кб |
| 039 Step 3 - Flattening-tr.srt |
2.39Кб |
| 040 Step 4 - Full Connection.mp4 |
42.74Мб |
| 040 Step 4 - Full Connection-en.srt |
29.29Кб |
| 040 Step 4 - Full Connection-es.srt |
29.50Кб |
| 040 Step 4 - Full Connection-it.srt |
29.80Кб |
| 040 Step 4 - Full Connection-ja.srt |
6.63Кб |
| 040 Step 4 - Full Connection-pt.srt |
29.12Кб |
| 040 Step 4 - Full Connection-tr.srt |
25.68Кб |
| 041 Summary.mp4 |
7.91Мб |
| 041 Summary-en.srt |
6.15Кб |
| 041 Summary-es.srt |
6.46Кб |
| 041 Summary-it.srt |
6.45Кб |
| 041 Summary-ja.srt |
1.48Кб |
| 041 Summary-pt.srt |
6.30Кб |
| 041 Summary-tr.srt |
5.53Кб |
| 042 Softmax Cross-Entropy.mp4 |
33.23Мб |
| 042 Softmax Cross-Entropy-en.srt |
26.17Кб |
| 042 Softmax Cross-Entropy-es.srt |
26.53Кб |
| 042 Softmax Cross-Entropy-it.srt |
26.72Кб |
| 042 Softmax Cross-Entropy-ja.srt |
6.70Кб |
| 042 Softmax Cross-Entropy-pt.srt |
25.86Кб |
| 042 Softmax Cross-Entropy-tr.srt |
23.72Кб |
| 043 How to get the dataset.mp4 |
6.48Мб |
| 043 How to get the dataset-en.srt |
2.52Кб |
| 043 How to get the dataset-es.srt |
2.65Кб |
| 043 How to get the dataset-it.srt |
2.57Кб |
| 043 How to get the dataset-ja.srt |
483б |
| 043 How to get the dataset-pt.srt |
2.52Кб |
| 043 How to get the dataset-tr.srt |
2.26Кб |
| 044 Introduction to CNNs.mp4 |
7.84Мб |
| 044 Introduction to CNNs-en.srt |
6.58Кб |
| 044 Introduction to CNNs-es.srt |
7.07Кб |
| 044 Introduction to CNNs-it.srt |
7.08Кб |
| 044 Introduction to CNNs-ja.srt |
1.53Кб |
| 044 Introduction to CNNs-pt.srt |
6.78Кб |
| 044 Introduction to CNNs-tr.srt |
6.09Кб |
| 045 Building a CNN - Step 1.mp4 |
19.18Мб |
| 045 Building a CNN - Step 1-en.srt |
14.41Кб |
| 045 Building a CNN - Step 1-es.srt |
15.54Кб |
| 045 Building a CNN - Step 1-it.srt |
15.25Кб |
| 045 Building a CNN - Step 1-ja.srt |
3.85Кб |
| 045 Building a CNN - Step 1-pt.srt |
14.88Кб |
| 045 Building a CNN - Step 1-tr.srt |
13.08Кб |
| 046 Building a CNN - Step 2.mp4 |
5.85Мб |
| 046 Building a CNN - Step 2-en.srt |
4.58Кб |
| 046 Building a CNN - Step 2-es.srt |
4.70Кб |
| 046 Building a CNN - Step 2-it.srt |
4.81Кб |
| 046 Building a CNN - Step 2-ja.srt |
1.11Кб |
| 046 Building a CNN - Step 2-pt.srt |
4.58Кб |
| 046 Building a CNN - Step 2-tr.srt |
4.01Кб |
| 047 Building a CNN - Step 3.mp4 |
2.23Мб |
| 047 Building a CNN - Step 3-en.srt |
1.75Кб |
| 047 Building a CNN - Step 3-es.srt |
1.82Кб |
| 047 Building a CNN - Step 3-it.srt |
1.79Кб |
| 047 Building a CNN - Step 3-ja.srt |
335б |
| 047 Building a CNN - Step 3-pt.srt |
1.77Кб |
| 047 Building a CNN - Step 3-tr.srt |
1.58Кб |
| 048 Building a CNN - Step 4.mp4 |
27.19Мб |
| 048 Building a CNN - Step 4-en.srt |
20.17Кб |
| 048 Building a CNN - Step 4-es.srt |
21.26Кб |
| 048 Building a CNN - Step 4-it.srt |
21.26Кб |
| 048 Building a CNN - Step 4-ja.srt |
5.13Кб |
| 048 Building a CNN - Step 4-pt.srt |
20.32Кб |
| 048 Building a CNN - Step 4-tr.srt |
18.16Кб |
| 049 Building a CNN - Step 5.mp4 |
9.91Мб |
| 049 Building a CNN - Step 5-en.srt |
7.97Кб |
| 049 Building a CNN - Step 5-es.srt |
8.49Кб |
| 049 Building a CNN - Step 5-it.srt |
8.57Кб |
| 049 Building a CNN - Step 5-ja.srt |
2.34Кб |
| 049 Building a CNN - Step 5-pt.srt |
8.13Кб |
| 049 Building a CNN - Step 5-tr.srt |
7.33Кб |
| 050 Building a CNN - Step 6.mp4 |
9.70Мб |
| 050 Building a CNN - Step 6-en.srt |
7.88Кб |
| 050 Building a CNN - Step 6-es.srt |
8.17Кб |
| 050 Building a CNN - Step 6-it.srt |
8.43Кб |
| 050 Building a CNN - Step 6-ja.srt |
2.16Кб |
| 050 Building a CNN - Step 6-pt.srt |
7.89Кб |
| 050 Building a CNN - Step 6-tr.srt |
7.14Кб |
| 051 Building a CNN - Step 7.mp4 |
12.57Мб |
| 051 Building a CNN - Step 7-en.srt |
9.21Кб |
| 051 Building a CNN - Step 7-es.srt |
9.60Кб |
| 051 Building a CNN - Step 7-it.srt |
9.81Кб |
| 051 Building a CNN - Step 7-ja.srt |
2.36Кб |
| 051 Building a CNN - Step 7-pt.srt |
9.28Кб |
| 051 Building a CNN - Step 7-tr.srt |
8.33Кб |
| 052 Building a CNN - Step 8.mp4 |
6.79Мб |
| 052 Building a CNN - Step 8-en.srt |
4.81Кб |
| 052 Building a CNN - Step 8-es.srt |
4.92Кб |
| 052 Building a CNN - Step 8-it.srt |
5.03Кб |
| 052 Building a CNN - Step 8-ja.srt |
868б |
| 052 Building a CNN - Step 8-pt.srt |
4.85Кб |
| 052 Building a CNN - Step 8-tr.srt |
4.39Кб |
| 053 Building a CNN - Step 9.mp4 |
46.87Мб |
| 053 Building a CNN - Step 9-en.srt |
30.51Кб |
| 053 Building a CNN - Step 9-es.srt |
32.44Кб |
| 053 Building a CNN - Step 9-it.srt |
32.16Кб |
| 053 Building a CNN - Step 9-ja.srt |
6.70Кб |
| 053 Building a CNN - Step 9-pt.srt |
31.21Кб |
| 053 Building a CNN - Step 9-tr.srt |
27.79Кб |
| 054 Building a CNN - Step 10.mp4 |
20.54Мб |
| 054 Building a CNN - Step 10-en.srt |
13.44Кб |
| 054 Building a CNN - Step 10-es.srt |
13.99Кб |
| 054 Building a CNN - Step 10-it.srt |
13.98Кб |
| 054 Building a CNN - Step 10-ja.srt |
3.75Кб |
| 054 Building a CNN - Step 10-pt.srt |
13.45Кб |
| 054 Building a CNN - Step 10-tr.srt |
12.46Кб |
| 056 Homework Solution.mp4 |
40.96Мб |
| 056 Homework Solution-en.srt |
23.59Кб |
| 056 Homework Solution-es.srt |
24.65Кб |
| 056 Homework Solution-it.srt |
24.92Кб |
| 056 Homework Solution-ja.srt |
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| 060 Plan of attack.mp4 |
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| 061 The idea behind Recurrent Neural Networks.mp4 |
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| 062 The Vanishing Gradient Problem.mp4 |
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| 063 LSTMs.mp4 |
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| 064 Practical intuition.mp4 |
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| 065 EXTRA LSTM Variations.mp4 |
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| 066 How to get the dataset.mp4 |
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| 067 Building a RNN - Step 1.mp4 |
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| 068 Building a RNN - Step 2.mp4 |
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| 069 Building a RNN - Step 3.mp4 |
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| 070 Building a RNN - Step 4.mp4 |
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| 071 Building a RNN - Step 5.mp4 |
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| 072 Building a RNN - Step 6.mp4 |
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| 075 Building a RNN - Step 9.mp4 |
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| 076 Building a RNN - Step 10.mp4 |
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| 077 Building a RNN - Step 11.mp4 |
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| 078 Building a RNN - Step 12.mp4 |
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| 079 Building a RNN - Step 13.mp4 |
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| 080 Building a RNN - Step 14.mp4 |
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| 081 Building a RNN - Step 15.mp4 |
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| 082 Evaluating the RNN.html |
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| 083 Improving the RNN.html |
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| 084 Tuning the RNN.html |
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| 085 Welcome to Part 4 - Self Organizing Maps.html |
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| 086 Plan of attack.mp4 |
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| 087 How do Self-Organizing Maps Work.mp4 |
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| 088 Why revisit K-Means.mp4 |
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| 089 K-Means Clustering (Refresher).mp4 |
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| 090 How do Self-Organizing Maps Learn (Part 1).mp4 |
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| 091 How do Self-Organizing Maps Learn (Part 2).mp4 |
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| 092 Live SOM example.mp4 |
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| 093 Reading an Advanced SOM.mp4 |
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| 094 EXTRA K-means Clustering (part 2).mp4 |
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| 095 EXTRA K-means Clustering (part 3).mp4 |
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| 096 How to get the dataset.mp4 |
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| 096 How to get the dataset-en.srt |
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| 097 Building a SOM - Step 1.mp4 |
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| 098 Building a SOM - Step 2.mp4 |
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| 099 Building a SOM - Step 3.mp4 |
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| 100 Building a SOM - Step 4.mp4 |
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| 101 Mega Case Study - Step 1.mp4 |
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| 102 Mega Case Study - Step 2.mp4 |
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| 103 Mega Case Study - Step 3.mp4 |
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| 104 Mega Case Study - Step 4.mp4 |
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| 105 Welcome to Part 5 - Boltzmann Machines.html |
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| 106 Plan of attack.mp4 |
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| 107 Boltzmann Machine.mp4 |
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| 108 Energy-Based Models (EBM).mp4 |
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| 109 Editing Wikipedia - Our Contribution to the World.mp4 |
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| 110 Restricted Boltzmann Machine.mp4 |
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| 113 Deep Boltzmann Machines.mp4 |
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| 114 How to get the dataset.mp4 |
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| 117 Building a Boltzmann Machine - Introduction.mp4 |
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| 118 Same Data Preprocessing in Parts 5 and 6.html |
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| 133 Evaluating the Boltzmann Machine.html |
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| 134 Welcome to Part 6 - AutoEncoders.html |
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| 135 Plan of attack.mp4 |
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| 136 Auto Encoders.mp4 |
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| 137 A Note on Biases.mp4 |
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| 138 Training an Auto Encoder.mp4 |
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| 139 Overcomplete hidden layers.mp4 |
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| 140 Sparse Autoencoders.mp4 |
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| 141 Denoising Autoencoders.mp4 |
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| 142 Contractive Autoencoders.mp4 |
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| 144 Deep Autoencoders.mp4 |
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| 145 How to get the dataset.mp4 |
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| 146 Installing Ubuntu on Windows.mp4 |
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| 147 Installing PyTorch.mp4 |
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| 148 Same Data Preprocessing in Parts 5 and 6.html |
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| 149 Building an AutoEncoder - Step 1.mp4 |
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| 152 Homework Challenge - Coding Exercise.html |
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| 154 Building an AutoEncoder - Step 5.mp4 |
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| 161 Annex - Get the Machine Learning Basics.html |
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| 164 Multiple Linear Regression Intuition-pt.srt |
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| 164 Multiple Linear Regression Intuition-tr.srt |
1.39Кб |
| 165 Logistic Regression Intuition.mp4 |
29.17Мб |
| 165 Logistic Regression Intuition-en.srt |
24.93Кб |
| 165 Logistic Regression Intuition-es.srt |
25.29Кб |
| 165 Logistic Regression Intuition-it.srt |
25.41Кб |
| 165 Logistic Regression Intuition-ja.srt |
5.54Кб |
| 165 Logistic Regression Intuition-pt.srt |
24.90Кб |
| 165 Logistic Regression Intuition-tr.srt |
22.09Кб |
| 166 Data Preprocessing - Step 1.mp4 |
13.25Мб |
| 166 Data Preprocessing - Step 1-en.srt |
12.17Кб |
| 166 Data Preprocessing - Step 1-es.srt |
12.90Кб |
| 166 Data Preprocessing - Step 1-it.srt |
12.76Кб |
| 166 Data Preprocessing - Step 1-ja.srt |
2.89Кб |
| 166 Data Preprocessing - Step 1-pt.srt |
12.51Кб |
| 166 Data Preprocessing - Step 1-tr.srt |
11.18Кб |
| 167 Data Preprocessing - Step 2.mp4 |
15.85Мб |
| 167 Data Preprocessing - Step 2-en.srt |
12.57Кб |
| 167 Data Preprocessing - Step 2-es.srt |
13.12Кб |
| 167 Data Preprocessing - Step 2-it.srt |
12.90Кб |
| 167 Data Preprocessing - Step 2-ja.srt |
3.35Кб |
| 167 Data Preprocessing - Step 2-pt.srt |
12.66Кб |
| 167 Data Preprocessing - Step 2-tr.srt |
11.28Кб |
| 168 Data Preprocessing - Step 3.mp4 |
21.73Мб |
| 168 Data Preprocessing - Step 3-en.srt |
15.64Кб |
| 168 Data Preprocessing - Step 3-es.srt |
16.22Кб |
| 168 Data Preprocessing - Step 3-it.srt |
15.86Кб |
| 168 Data Preprocessing - Step 3-ja.srt |
4.06Кб |
| 168 Data Preprocessing - Step 3-pt.srt |
15.70Кб |
| 168 Data Preprocessing - Step 3-tr.srt |
14.46Кб |
| 169 Data Preprocessing - Step 4.mp4 |
28.95Мб |
| 169 Data Preprocessing - Step 4-en.srt |
19.29Кб |
| 169 Data Preprocessing - Step 4-es.srt |
19.82Кб |
| 169 Data Preprocessing - Step 4-it.srt |
19.72Кб |
| 169 Data Preprocessing - Step 4-ja.srt |
5.37Кб |
| 169 Data Preprocessing - Step 4-pt.srt |
19.24Кб |
| 169 Data Preprocessing - Step 4-tr.srt |
17.72Кб |
| 170 Data Preprocessing - Step 5.mp4 |
22.89Мб |
| 170 Data Preprocessing - Step 5-en.srt |
16.29Кб |
| 170 Data Preprocessing - Step 5-es.srt |
17.49Кб |
| 170 Data Preprocessing - Step 5-it.srt |
16.92Кб |
| 170 Data Preprocessing - Step 5-ja.srt |
4.65Кб |
| 170 Data Preprocessing - Step 5-pt.srt |
16.94Кб |
| 170 Data Preprocessing - Step 5-tr.srt |
15.04Кб |
| 171 Data Preprocessing - Step 6.mp4 |
22.80Мб |
| 171 Data Preprocessing - Step 6-en.srt |
15.93Кб |
| 171 Data Preprocessing - Step 6-es.srt |
16.37Кб |
| 171 Data Preprocessing - Step 6-it.srt |
16.20Кб |
| 171 Data Preprocessing - Step 6-ja.srt |
4.06Кб |
| 171 Data Preprocessing - Step 6-pt.srt |
16.01Кб |
| 171 Data Preprocessing - Step 6-tr.srt |
14.37Кб |
| 172 Data Preprocessing Template.mp4 |
8.13Мб |
| 172 Data Preprocessing Template-en.srt |
6.06Кб |
| 172 Data Preprocessing Template-es.srt |
6.44Кб |
| 172 Data Preprocessing Template-it.srt |
6.31Кб |
| 172 Data Preprocessing Template-ja.srt |
917б |
| 172 Data Preprocessing Template-pt.srt |
6.20Кб |
| 172 Data Preprocessing Template-tr.srt |
5.61Кб |
| 173 Logistic Regression Implementation - Step 1.mp4 |
12.19Мб |
| 173 Logistic Regression Implementation - Step 1-en.srt |
7.81Кб |
| 173 Logistic Regression Implementation - Step 1-es.srt |
8.16Кб |
| 173 Logistic Regression Implementation - Step 1-it.srt |
8.20Кб |
| 173 Logistic Regression Implementation - Step 1-ja.srt |
2.13Кб |
| 173 Logistic Regression Implementation - Step 1-pt.srt |
7.90Кб |
| 173 Logistic Regression Implementation - Step 1-tr.srt |
7.25Кб |
| 174 Logistic Regression Implementation - Step 2.mp4 |
8.14Мб |
| 174 Logistic Regression Implementation - Step 2-en.srt |
4.65Кб |
| 174 Logistic Regression Implementation - Step 2-es.srt |
4.87Кб |
| 174 Logistic Regression Implementation - Step 2-it.srt |
4.78Кб |
| 174 Logistic Regression Implementation - Step 2-ja.srt |
857б |
| 174 Logistic Regression Implementation - Step 2-pt.srt |
4.68Кб |
| 174 Logistic Regression Implementation - Step 2-tr.srt |
4.26Кб |
| 175 Logistic Regression Implementation - Step 3.mp4 |
5.96Мб |
| 175 Logistic Regression Implementation - Step 3-en.srt |
4.10Кб |
| 175 Logistic Regression Implementation - Step 3-es.srt |
4.26Кб |
| 175 Logistic Regression Implementation - Step 3-it.srt |
4.20Кб |
| 175 Logistic Regression Implementation - Step 3-ja.srt |
1.10Кб |
| 175 Logistic Regression Implementation - Step 3-pt.srt |
4.10Кб |
| 175 Logistic Regression Implementation - Step 3-tr.srt |
3.79Кб |
| 176 Logistic Regression Implementation - Step 4.mp4 |
9.68Мб |
| 176 Logistic Regression Implementation - Step 4-en.srt |
6.59Кб |
| 176 Logistic Regression Implementation - Step 4-es.srt |
6.78Кб |
| 176 Logistic Regression Implementation - Step 4-it.srt |
6.76Кб |
| 176 Logistic Regression Implementation - Step 4-ja.srt |
1.49Кб |
| 176 Logistic Regression Implementation - Step 4-pt.srt |
6.55Кб |
| 176 Logistic Regression Implementation - Step 4-tr.srt |
5.93Кб |
| 177 Logistic Regression Implementation - Step 5.mp4 |
42.48Мб |
| 177 Logistic Regression Implementation - Step 5-en.srt |
28.96Кб |
| 177 Logistic Regression Implementation - Step 5-es.srt |
29.83Кб |
| 177 Logistic Regression Implementation - Step 5-it.srt |
30.01Кб |
| 177 Logistic Regression Implementation - Step 5-ja.srt |
7.37Кб |
| 177 Logistic Regression Implementation - Step 5-pt.srt |
29.26Кб |
| 177 Logistic Regression Implementation - Step 5-tr.srt |
26.05Кб |
| 178 Classification Template.mp4 |
11.71Мб |
| 178 Classification Template-en.srt |
5.63Кб |
| 178 Classification Template-es.srt |
5.94Кб |
| 178 Classification Template-it.srt |
5.93Кб |
| 178 Classification Template-ja.srt |
1.37Кб |
| 178 Classification Template-pt.srt |
5.74Кб |
| 178 Classification Template-tr.srt |
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| 179 YOUR SPECIAL BONUS.html |
3.84Кб |