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:
- Deep Learning Explained:
- 4h PyTorch Course:
- Code:
- PyTorch vs TensorFlow:
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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
