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[FreeTutorials Us] Udemy - practical-deep-learning-with-pytorch
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Torrent Files List
01 Introduction (Size: 1.04 GB) (Files: 128)
01 Introduction
001 Introduction.mp4
001 Introduction-subtitle-en.vtt
links-to-visit.txt
02 Software Requirements
002 CPU Software Requirements.mp4
002 CPU Software Requirements-subtitle-en.vtt
003 CPU Installation of PyTorch.mp4
003 CPU Installation of PyTorch-subtitle-en.vtt
004 PyTorch with GPU on AWS.mp4
004 PyTorch with GPU on AWS-subtitle-en.vtt
005 PyTorch with GPU on Linux.mp4
005 PyTorch with GPU on Linux-subtitle-en.vtt
006 PyTorch with GPU on MacOSX.mp4
006 PyTorch with GPU on MacOSX-subtitle-en.vtt
links-to-visit.txt
03 PyTorch Fundamentals_ Matrices
007 Matrix Basics.mp4
007 Matrix Basics-subtitle-en.vtt
008 Seed for Reproducibility.mp4
008 Seed for Reproducibility-subtitle-en.vtt
009 Torch to NumPy Bridge.mp4
009 Torch to NumPy Bridge-subtitle-en.vtt
010 NumPy to Torch Bridge.mp4
010 NumPy to Torch Bridge-subtitle-en.vtt
011 GPU and CPU Toggling.mp4
011 GPU and CPU Toggling-subtitle-en.vtt
012 Basic Mathematical Tensor Operations.mp4
012 Basic Mathematical Tensor Operations-subtitle-en.vtt
013 Summary of Matrices.mp4
013 Summary of Matrices-subtitle-en.vtt
04 PyTorch Fundamentals_ Variables and Gradients
014 Variables.mp4
014 Variables-subtitle-en.vtt
015 Gradients.mp4
015 Gradients-subtitle-en.vtt
016 Summary of Variables and Gradients.mp4
016 Summary of Variables and Gradients-subtitle-en.vtt
05 Linear Regression with PyTorch
017 Linear Regression Introduction.mp4
017 Linear Regression Introduction-subtitle-en.vtt
018 Linear Regression in PyTorch.mp4
018 Linear Regression in PyTorch-subtitle-en.vtt
019 Linear Regression From CPU to GPU in PyTorch.mp4
019 Linear Regression From CPU to GPU in PyTorch-subtitle-en.vtt
019 linear-regression.py
020 Summary of Linear Regression.mp4
020 Summary of Linear Regression-subtitle-en.vtt
06 Logistic Regression with PyTorch
021 Logistic Regression Introduction.mp4
021 Logistic Regression Introduction-subtitle-en.vtt
022 Linear Regression Problems.mp4
022 Linear Regression Problems-subtitle-en.vtt
023 Logistic Regression In-depth.mp4
023 Logistic Regression In-depth-subtitle-en.vtt
024 Logistic Regression with PyTorch.mp4
024 Logistic Regression with PyTorch-subtitle-en.vtt
025 Logistic Regression From CPU to GPU in PyTorch.mp4
025 Logistic Regression From CPU to GPU in PyTorch-subtitle-en.vtt
025 logistic-regression.py
026 Summary of Logistic Regression.mp4
026 Summary of Logistic Regression-subtitle-en.vtt
07 Feedforward Neural Network with PyTorch
027 Logistic Regression Transition to Feedforward Neural Network.mp4
027 Logistic Regression Transition to Feedforward Neural Network-subtitle-en.vtt
028 Non-linearity.mp4
028 Non-linearity-subtitle-en.vtt
029 Feedforward Neural Network in PyTorch.mp4
029 Feedforward Neural Network in PyTorch-subtitle-en.vtt
030 More Feedforward Neural Network Models in PyTorch.mp4
030 More Feedforward Neural Network Models in PyTorch-subtitle-en.vtt
031 Feedforward Neural Network From CPU to GPU in PyTorch.mp4
031 Feedforward Neural Network From CPU to GPU in PyTorch-subtitle-en.vtt
031 fnn.py
032 Summary of Feedforward Neural Network.mp4
032 Summary of Feedforward Neural Network-subtitle-en.vtt
08 Convolutional Neural Network (CNN) with PyTorch
033 Feedforward Neural Network Transition to CNN.mp4
033 Feedforward Neural Network Transition to CNN-subtitle-en.vtt
034 One Convolutional Layer_ Input Depth of 1.mp4
034 One Convolutional Layer_ Input Depth of 1-subtitle-en.vtt
035 One Convolutional Layer_ Input Depth of 3.mp4
035 One Convolutional Layer_ Input Depth of 3-subtitle-en.vtt
036 One Convolutional Layer Summary.mp4
036 One Convolutional Layer Summary-subtitle-en.vtt
037 Multiple Convolutional Layers Overview.mp4
037 Multiple Convolutional Layers Overview-subtitle-en.vtt
038 Pooling Layers.mp4
038 Pooling Layers-subtitle-en.vtt
039 Padding for Convolutional Layers.mp4
039 Padding for Convolutional Layers-subtitle-en.vtt
040 Output Size Calculation.mp4
040 Output Size Calculation-subtitle-en.vtt
041 CNN in PyTorch.mp4
041 CNN in PyTorch-subtitle-en.vtt
042 More CNN Models in PyTorch.mp4
042 More CNN Models in PyTorch-subtitle-en.vtt
043 CNN Models Summary.mp4
043 CNN Models Summary-subtitle-en.vtt
044 Expanding Model's Capacity.mp4
044 Expanding Model's Capacity-subtitle-en.vtt
045 CNN From CPU to GPU in PyTorch.mp4
045 CNN From CPU to GPU in PyTorch-subtitle-en.vtt
045 cnn.py
046 Summary of CNN.mp4
046 Summary of CNN-subtitle-en.vtt
09 Recurrent Neural Networks (RNN)
047 Introduction to RNN.mp4
047 Introduction to RNN-subtitle-en.vtt
048 RNN in PyTorch.mp4
048 RNN in PyTorch-subtitle-en.vtt
049 More RNN Models in PyTorch.mp4
049 More RNN Models in PyTorch-subtitle-en.vtt
050 RNN From CPU to GPU in PyTorch.mp4
050 RNN From CPU to GPU in PyTorch-subtitle-en.vtt
050 rnn.py
051 Summary of RNN.mp4
051 Summary of RNN-subtitle-en.vtt
10 Long Short-Term Memory Networks (LSTM)
052 Introduction to LSTMs.mp4
052 Introduction to LSTMs-subtitle-en.vtt
053 LSTM Equations.mp4
053 LSTM Equations-subtitle-en.vtt
054 LSTM in PyTorch.mp4
054 LSTM in PyTorch-subtitle-en.vtt
055 More LSTM Models in PyTorch.mp4
055 More LSTM Models in PyTorch-subtitle-en.vtt
056 LSTM From CPU to GPU in PyTorch.mp4
056 LSTM From CPU to GPU in PyTorch-subtitle-en.vtt
056 lstm.py
057 Summary of LSTM.mp4
057 Summary of LSTM-subtitle-en.vtt
11 What's Next_
058 What's Next_.mp4
058 What's Next_-subtitle-en.vtt
[FreeCoursesOnline.Us].txt
[FreeCoursesOnline.Us].url
[FreeTutorials.Us].txt
[FreeTutorials.Us].url
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