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PyTorch Tutorial from my YouTube channel. | ||
PyTorch Beginner Tutorials from my YouTube channel. | ||
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## Watch the Playlist | ||
[![Alt text](https://img.youtube.com/vi/EMXfZB8FVUA/hqdefault.jpg)](https://www.youtube.com/watch?v=EMXfZB8FVUA&list=PLqnslRFeH2UrcDBWF5mfPGpqQDSta6VK4) | ||
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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 |