PyTorch Crash Course - Getting Started with Deep Learning

Learn how to get started with PyTorch in this Crash Course. It teaches you all important concepts about this Deep Learning framework.

Resources:
- PyTorch website: https://pytorch.org
- Deep Learning Explained:    • Deep Learning Explained  
- 4h PyTorch Course:    • PyTorch Tutorials - Complete Beginner...  
- Code: https://colab.research.google.com/dri...
- PyTorch vs TensorFlow: https://www.assemblyai.com/blog/pytor...

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#MachineLearning #DeepLearning

PyTorch Getting Started
PyTorch Installation
PyTorch Neural Net
PyTorch CNN
PyTorch Dataset
PyTorch DataLoader
PyTorch Optimization

Timeline:
00:00 Intro & Overview
00:54 Installation & Overview
02:37 Tensor Basics
11:14 Autograd
17:41 Linear Regression Autograd
20:59 Model, Loss & Optimizer
27:11 Neural Network
38:08 Convolutional Neural Net