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Update README
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patrickloeber authored Jun 10, 2020
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PyTorch Tutorial from my YouTube channel.
PyTorch Beginner Tutorials from my YouTube channel.

## Watch the Playlist
[![Alt text](https://img.youtube.com/vi/EMXfZB8FVUA/hqdefault.jpg)](https://www.youtube.com/watch?v=EMXfZB8FVUA&list=PLqnslRFeH2UrcDBWF5mfPGpqQDSta6VK4)

1. Installation
2. Tensor Basics
3. Autograd
4. Backpropagation
5. Gradient Descent With Autograd and Backpropagation
6. Training Pipeline: Model, Loss, and Optimizer
7. Linear Regression
8. Logistic Regression
9. Dataset and DataLoader
10. Dataset Transforms
11. Softmax And Cross Entropy
12. Activation Functions
13. Feed-Forward Neural Net
14. Convolutional Neural Net (CNN)
15. Transfer Learning
16. Tensorboard
17. Save and Load Models

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