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FreeTutorials Us Udemy practical deep learning with pytorch

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[FreeTutorials.Us] Udemy - practical-deep-learning-with-pytorch

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Total Size

1.1 GB

Total Files

128

Hash

BA63EDFBF2539F4839F172DACA8EB50398A3835A

/01 Introduction/

001 Introduction.mp4

11.9 MB

001 Introduction-subtitle-en.vtt

6.4 KB

links-to-visit.txt

0.1 KB

/02 Software Requirements/

002 CPU Software Requirements.mp4

7.7 MB

002 CPU Software Requirements-subtitle-en.vtt

3.2 KB

003 CPU Installation of PyTorch.mp4

5.0 MB

003 CPU Installation of PyTorch-subtitle-en.vtt

2.3 KB

004 PyTorch with GPU on AWS.mp4

25.3 MB

004 PyTorch with GPU on AWS-subtitle-en.vtt

10.5 KB

005 PyTorch with GPU on Linux.mp4

12.1 MB

005 PyTorch with GPU on Linux-subtitle-en.vtt

4.8 KB

006 PyTorch with GPU on MacOSX.mp4

13.0 MB

006 PyTorch with GPU on MacOSX-subtitle-en.vtt

5.3 KB

links-to-visit.txt

0.4 KB

/03 PyTorch Fundamentals_ Matrices/

007 Matrix Basics.mp4

7.2 MB

007 Matrix Basics-subtitle-en.vtt

3.7 KB

008 Seed for Reproducibility.mp4

8.9 MB

008 Seed for Reproducibility-subtitle-en.vtt

4.4 KB

009 Torch to NumPy Bridge.mp4

14.1 MB

009 Torch to NumPy Bridge-subtitle-en.vtt

6.2 KB

010 NumPy to Torch Bridge.mp4

2.0 MB

010 NumPy to Torch Bridge-subtitle-en.vtt

1.1 KB

011 GPU and CPU Toggling.mp4

3.6 MB

011 GPU and CPU Toggling-subtitle-en.vtt

2.2 KB

012 Basic Mathematical Tensor Operations.mp4

22.2 MB

012 Basic Mathematical Tensor Operations-subtitle-en.vtt

10.5 KB

013 Summary of Matrices.mp4

3.1 MB

013 Summary of Matrices-subtitle-en.vtt

1.9 KB

/04 PyTorch Fundamentals_ Variables and Gradients/

014 Variables.mp4

7.5 MB

014 Variables-subtitle-en.vtt

3.7 KB

015 Gradients.mp4

16.0 MB

015 Gradients-subtitle-en.vtt

7.5 KB

016 Summary of Variables and Gradients.mp4

1.7 MB

016 Summary of Variables and Gradients-subtitle-en.vtt

1.0 KB

/05 Linear Regression with PyTorch/

017 Linear Regression Introduction.mp4

8.8 MB

017 Linear Regression Introduction-subtitle-en.vtt

4.8 KB

018 Linear Regression in PyTorch.mp4

63.6 MB

018 Linear Regression in PyTorch-subtitle-en.vtt

27.2 KB

019 Linear Regression From CPU to GPU in PyTorch.mp4

20.7 MB

019 Linear Regression From CPU to GPU in PyTorch-subtitle-en.vtt

10.0 KB

019 linear-regression.py

1.9 KB

020 Summary of Linear Regression.mp4

6.7 MB

020 Summary of Linear Regression-subtitle-en.vtt

3.7 KB

/06 Logistic Regression with PyTorch/

021 Logistic Regression Introduction.mp4

7.6 MB

021 Logistic Regression Introduction-subtitle-en.vtt

4.1 KB

022 Linear Regression Problems.mp4

9.6 MB

022 Linear Regression Problems-subtitle-en.vtt

4.5 KB

023 Logistic Regression In-depth.mp4

26.2 MB

023 Logistic Regression In-depth-subtitle-en.vtt

14.1 KB

024 Logistic Regression with PyTorch.mp4

123.9 MB

024 Logistic Regression with PyTorch-subtitle-en.vtt

52.8 KB

025 Logistic Regression From CPU to GPU in PyTorch.mp4

21.7 MB

025 Logistic Regression From CPU to GPU in PyTorch-subtitle-en.vtt

8.9 KB

025 logistic-regression.py

4.0 KB

026 Summary of Logistic Regression.mp4

6.8 MB

026 Summary of Logistic Regression-subtitle-en.vtt

3.9 KB

/07 Feedforward Neural Network with PyTorch/

027 Logistic Regression Transition to Feedforward Neural Network.mp4

8.3 MB

027 Logistic Regression Transition to Feedforward Neural Network-subtitle-en.vtt

4.5 KB

028 Non-linearity.mp4

18.5 MB

028 Non-linearity-subtitle-en.vtt

9.1 KB

029 Feedforward Neural Network in PyTorch.mp4

66.2 MB

029 Feedforward Neural Network in PyTorch-subtitle-en.vtt

31.6 KB

030 More Feedforward Neural Network Models in PyTorch.mp4

42.7 MB

030 More Feedforward Neural Network Models in PyTorch-subtitle-en.vtt

15.0 KB

031 Feedforward Neural Network From CPU to GPU in PyTorch.mp4

16.3 MB

031 Feedforward Neural Network From CPU to GPU in PyTorch-subtitle-en.vtt

5.8 KB

031 fnn.py

4.9 KB

032 Summary of Feedforward Neural Network.mp4

12.1 MB

032 Summary of Feedforward Neural Network-subtitle-en.vtt

6.4 KB

/08 Convolutional Neural Network (CNN) with PyTorch/

033 Feedforward Neural Network Transition to CNN.mp4

7.3 MB

033 Feedforward Neural Network Transition to CNN-subtitle-en.vtt

3.2 KB

034 One Convolutional Layer_ Input Depth of 1.mp4

29.9 MB

034 One Convolutional Layer_ Input Depth of 1-subtitle-en.vtt

13.2 KB

035 One Convolutional Layer_ Input Depth of 3.mp4

19.7 MB

035 One Convolutional Layer_ Input Depth of 3-subtitle-en.vtt

7.7 KB

036 One Convolutional Layer Summary.mp4

5.6 MB

036 One Convolutional Layer Summary-subtitle-en.vtt

2.8 KB

037 Multiple Convolutional Layers Overview.mp4

5.5 MB

037 Multiple Convolutional Layers Overview-subtitle-en.vtt

2.8 KB

038 Pooling Layers.mp4

15.9 MB

038 Pooling Layers-subtitle-en.vtt

7.2 KB

039 Padding for Convolutional Layers.mp4

21.9 MB

039 Padding for Convolutional Layers-subtitle-en.vtt

10.5 KB

040 Output Size Calculation.mp4

12.1 MB

040 Output Size Calculation-subtitle-en.vtt

5.3 KB

041 CNN in PyTorch.mp4

59.8 MB

041 CNN in PyTorch-subtitle-en.vtt

24.0 KB

042 More CNN Models in PyTorch.mp4

30.4 MB

042 More CNN Models in PyTorch-subtitle-en.vtt

10.3 KB

043 CNN Models Summary.mp4

3.7 MB

043 CNN Models Summary-subtitle-en.vtt

1.9 KB

044 Expanding Model's Capacity.mp4

3.6 MB

044 Expanding Model's Capacity-subtitle-en.vtt

1.9 KB

045 CNN From CPU to GPU in PyTorch.mp4

11.2 MB

045 CNN From CPU to GPU in PyTorch-subtitle-en.vtt

3.0 KB

045 cnn.py

5.1 KB

046 Summary of CNN.mp4

7.5 MB

046 Summary of CNN-subtitle-en.vtt

3.7 KB

/09 Recurrent Neural Networks (RNN)/

047 Introduction to RNN.mp4

20.1 MB

047 Introduction to RNN-subtitle-en.vtt

8.9 KB

048 RNN in PyTorch.mp4

44.7 MB

048 RNN in PyTorch-subtitle-en.vtt

16.5 KB

049 More RNN Models in PyTorch.mp4

44.0 MB

049 More RNN Models in PyTorch-subtitle-en.vtt

14.5 KB

050 RNN From CPU to GPU in PyTorch.mp4

13.0 MB

050 RNN From CPU to GPU in PyTorch-subtitle-en.vtt

4.5 KB

050 rnn.py

5.5 KB

051 Summary of RNN.mp4

5.7 MB

051 Summary of RNN-subtitle-en.vtt

2.8 KB

/10 Long Short-Term Memory Networks (LSTM)/

052 Introduction to LSTMs.mp4

21.0 MB

052 Introduction to LSTMs-subtitle-en.vtt

9.7 KB

053 LSTM Equations.mp4

9.2 MB

053 LSTM Equations-subtitle-en.vtt

4.3 KB

054 LSTM in PyTorch.mp4

39.8 MB

054 LSTM in PyTorch-subtitle-en.vtt

14.6 KB

055 More LSTM Models in PyTorch.mp4

29.6 MB

055 More LSTM Models in PyTorch-subtitle-en.vtt

10.0 KB

056 LSTM From CPU to GPU in PyTorch.mp4

10.2 MB

056 LSTM From CPU to GPU in PyTorch-subtitle-en.vtt

3.4 KB

056 lstm.py

5.8 KB

057 Summary of LSTM.mp4

4.2 MB

057 Summary of LSTM-subtitle-en.vtt

2.2 KB

/11 What's Next_/

058 What's Next_.mp4

16.7 MB

058 What's Next_-subtitle-en.vtt

9.3 KB

/

[FreeCoursesOnline.Us].txt

0.1 KB

[FreeCoursesOnline.Us].url

0.1 KB

[FreeTutorials.Us].txt

0.1 KB

[FreeTutorials.Us].url

0.1 KB

 

Total files 128


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