[FreeTutorials Us] Udemy - practical-deep-learning-with-pytorch
File List
| File | Size |
|---|---|
| 01 Introduction/001 Introduction.mp4 | 11.34 MB |
| 01 Introduction/001 Introduction-subtitle-en.vtt | 6.22 KB |
| 01 Introduction/links-to-visit.txt | 92 B |
| 02 Software Requirements/002 CPU Software Requirements.mp4 | 7.32 MB |
| 02 Software Requirements/002 CPU Software Requirements-subtitle-en.vtt | 3.13 KB |
| 02 Software Requirements/003 CPU Installation of PyTorch.mp4 | 4.74 MB |
| 02 Software Requirements/003 CPU Installation of PyTorch-subtitle-en.vtt | 2.25 KB |
| 02 Software Requirements/004 PyTorch with GPU on AWS.mp4 | 24.12 MB |
| 02 Software Requirements/004 PyTorch with GPU on AWS-subtitle-en.vtt | 10.26 KB |
| 02 Software Requirements/005 PyTorch with GPU on Linux.mp4 | 11.56 MB |
| 02 Software Requirements/005 PyTorch with GPU on Linux-subtitle-en.vtt | 4.7 KB |
| 02 Software Requirements/006 PyTorch with GPU on MacOSX.mp4 | 12.42 MB |
| 02 Software Requirements/006 PyTorch with GPU on MacOSX-subtitle-en.vtt | 5.21 KB |
| 02 Software Requirements/links-to-visit.txt | 370 B |
| 03 PyTorch Fundamentals_ Matrices/007 Matrix Basics.mp4 | 6.84 MB |
| 03 PyTorch Fundamentals_ Matrices/007 Matrix Basics-subtitle-en.vtt | 3.64 KB |
| 03 PyTorch Fundamentals_ Matrices/008 Seed for Reproducibility.mp4 | 8.52 MB |
| 03 PyTorch Fundamentals_ Matrices/008 Seed for Reproducibility-subtitle-en.vtt | 4.3 KB |
| 03 PyTorch Fundamentals_ Matrices/009 Torch to NumPy Bridge.mp4 | 13.43 MB |
| 03 PyTorch Fundamentals_ Matrices/009 Torch to NumPy Bridge-subtitle-en.vtt | 6.1 KB |
| 03 PyTorch Fundamentals_ Matrices/010 NumPy to Torch Bridge.mp4 | 1.87 MB |
| 03 PyTorch Fundamentals_ Matrices/010 NumPy to Torch Bridge-subtitle-en.vtt | 1.03 KB |
| 03 PyTorch Fundamentals_ Matrices/011 GPU and CPU Toggling.mp4 | 3.4 MB |
| 03 PyTorch Fundamentals_ Matrices/011 GPU and CPU Toggling-subtitle-en.vtt | 2.11 KB |
| 03 PyTorch Fundamentals_ Matrices/012 Basic Mathematical Tensor Operations.mp4 | 21.21 MB |
| 03 PyTorch Fundamentals_ Matrices/012 Basic Mathematical Tensor Operations-subtitle-en.vtt | 10.24 KB |
| 03 PyTorch Fundamentals_ Matrices/013 Summary of Matrices.mp4 | 2.99 MB |
| 03 PyTorch Fundamentals_ Matrices/013 Summary of Matrices-subtitle-en.vtt | 1.86 KB |
| 04 PyTorch Fundamentals_ Variables and Gradients/014 Variables.mp4 | 7.13 MB |
| 04 PyTorch Fundamentals_ Variables and Gradients/014 Variables-subtitle-en.vtt | 3.6 KB |
| 04 PyTorch Fundamentals_ Variables and Gradients/015 Gradients.mp4 | 15.21 MB |
| 04 PyTorch Fundamentals_ Variables and Gradients/015 Gradients-subtitle-en.vtt | 7.28 KB |
| 04 PyTorch Fundamentals_ Variables and Gradients/016 Summary of Variables and Gradients.mp4 | 1.61 MB |
| 04 PyTorch Fundamentals_ Variables and Gradients/016 Summary of Variables and Gradients-subtitle-en.vtt | 957 B |
| 05 Linear Regression with PyTorch/017 Linear Regression Introduction.mp4 | 8.4 MB |
| 05 Linear Regression with PyTorch/017 Linear Regression Introduction-subtitle-en.vtt | 4.71 KB |
| 05 Linear Regression with PyTorch/018 Linear Regression in PyTorch.mp4 | 60.67 MB |
| 05 Linear Regression with PyTorch/018 Linear Regression in PyTorch-subtitle-en.vtt | 26.53 KB |
| 05 Linear Regression with PyTorch/019 Linear Regression From CPU to GPU in PyTorch.mp4 | 19.72 MB |
| 05 Linear Regression with PyTorch/019 Linear Regression From CPU to GPU in PyTorch-subtitle-en.vtt | 9.75 KB |
| 05 Linear Regression with PyTorch/019 linear-regression.py | 1.87 KB |
| 05 Linear Regression with PyTorch/020 Summary of Linear Regression.mp4 | 6.38 MB |
| 05 Linear Regression with PyTorch/020 Summary of Linear Regression-subtitle-en.vtt | 3.61 KB |
| 06 Logistic Regression with PyTorch/021 Logistic Regression Introduction.mp4 | 7.25 MB |
| 06 Logistic Regression with PyTorch/021 Logistic Regression Introduction-subtitle-en.vtt | 4 KB |
| 06 Logistic Regression with PyTorch/022 Linear Regression Problems.mp4 | 9.16 MB |
| 06 Logistic Regression with PyTorch/022 Linear Regression Problems-subtitle-en.vtt | 4.38 KB |
| 06 Logistic Regression with PyTorch/023 Logistic Regression In-depth.mp4 | 24.99 MB |
| 06 Logistic Regression with PyTorch/023 Logistic Regression In-depth-subtitle-en.vtt | 13.76 KB |
| 06 Logistic Regression with PyTorch/024 Logistic Regression with PyTorch.mp4 | 118.16 MB |
| 06 Logistic Regression with PyTorch/024 Logistic Regression with PyTorch-subtitle-en.vtt | 51.61 KB |
| 06 Logistic Regression with PyTorch/025 Logistic Regression From CPU to GPU in PyTorch.mp4 | 20.66 MB |
| 06 Logistic Regression with PyTorch/025 Logistic Regression From CPU to GPU in PyTorch-subtitle-en.vtt | 8.69 KB |
| 06 Logistic Regression with PyTorch/025 logistic-regression.py | 3.86 KB |
| 06 Logistic Regression with PyTorch/026 Summary of Logistic Regression.mp4 | 6.49 MB |
| 06 Logistic Regression with PyTorch/026 Summary of Logistic Regression-subtitle-en.vtt | 3.8 KB |
| 07 Feedforward Neural Network with PyTorch/027 Logistic Regression Transition to Feedforward Neural Network.mp4 | 7.94 MB |
| 07 Feedforward Neural Network with PyTorch/027 Logistic Regression Transition to Feedforward Neural Network-subtitle-en.vtt | 4.37 KB |
| 07 Feedforward Neural Network with PyTorch/028 Non-linearity.mp4 | 17.62 MB |
| 07 Feedforward Neural Network with PyTorch/028 Non-linearity-subtitle-en.vtt | 8.88 KB |
| 07 Feedforward Neural Network with PyTorch/029 Feedforward Neural Network in PyTorch.mp4 | 63.1 MB |
| 07 Feedforward Neural Network with PyTorch/029 Feedforward Neural Network in PyTorch-subtitle-en.vtt | 30.89 KB |
| 07 Feedforward Neural Network with PyTorch/030 More Feedforward Neural Network Models in PyTorch.mp4 | 40.74 MB |
| 07 Feedforward Neural Network with PyTorch/030 More Feedforward Neural Network Models in PyTorch-subtitle-en.vtt | 14.6 KB |
| 07 Feedforward Neural Network with PyTorch/031 Feedforward Neural Network From CPU to GPU in PyTorch.mp4 | 15.52 MB |
| 07 Feedforward Neural Network with PyTorch/031 Feedforward Neural Network From CPU to GPU in PyTorch-subtitle-en.vtt | 5.62 KB |
| 07 Feedforward Neural Network with PyTorch/031 fnn.py | 4.81 KB |
| 07 Feedforward Neural Network with PyTorch/032 Summary of Feedforward Neural Network.mp4 | 11.5 MB |
| 07 Feedforward Neural Network with PyTorch/032 Summary of Feedforward Neural Network-subtitle-en.vtt | 6.27 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/033 Feedforward Neural Network Transition to CNN.mp4 | 6.96 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/033 Feedforward Neural Network Transition to CNN-subtitle-en.vtt | 3.09 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/034 One Convolutional Layer_ Input Depth of 1.mp4 | 28.51 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/034 One Convolutional Layer_ Input Depth of 1-subtitle-en.vtt | 12.89 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/035 One Convolutional Layer_ Input Depth of 3.mp4 | 18.74 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/035 One Convolutional Layer_ Input Depth of 3-subtitle-en.vtt | 7.49 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/036 One Convolutional Layer Summary.mp4 | 5.38 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/036 One Convolutional Layer Summary-subtitle-en.vtt | 2.78 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/037 Multiple Convolutional Layers Overview.mp4 | 5.2 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/037 Multiple Convolutional Layers Overview-subtitle-en.vtt | 2.76 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/038 Pooling Layers.mp4 | 15.14 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/038 Pooling Layers-subtitle-en.vtt | 7.06 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/039 Padding for Convolutional Layers.mp4 | 20.86 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/039 Padding for Convolutional Layers-subtitle-en.vtt | 10.22 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/040 Output Size Calculation.mp4 | 11.55 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/040 Output Size Calculation-subtitle-en.vtt | 5.16 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/041 CNN in PyTorch.mp4 | 57.03 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/041 CNN in PyTorch-subtitle-en.vtt | 23.42 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/042 More CNN Models in PyTorch.mp4 | 29.02 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/042 More CNN Models in PyTorch-subtitle-en.vtt | 10.04 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/043 CNN Models Summary.mp4 | 3.56 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/043 CNN Models Summary-subtitle-en.vtt | 1.88 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/044 Expanding Model's Capacity.mp4 | 3.43 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/044 Expanding Model's Capacity-subtitle-en.vtt | 1.9 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/045 CNN From CPU to GPU in PyTorch.mp4 | 10.65 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/045 CNN From CPU to GPU in PyTorch-subtitle-en.vtt | 2.96 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/045 cnn.py | 4.95 KB |
| 08 Convolutional Neural Network (CNN) with PyTorch/046 Summary of CNN.mp4 | 7.19 MB |
| 08 Convolutional Neural Network (CNN) with PyTorch/046 Summary of CNN-subtitle-en.vtt | 3.57 KB |
| 09 Recurrent Neural Networks (RNN)/047 Introduction to RNN.mp4 | 19.2 MB |
| 09 Recurrent Neural Networks (RNN)/047 Introduction to RNN-subtitle-en.vtt | 8.68 KB |
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