Hands-on Deep Learning with PyTorch
I’ve created a short course on deep learning with PyTorch. It contains a series of videos to cover various topics. I keep each video short and straight to the point. I hope you enjoy it!
- An overview of the lecture series
- Prerequisites to studying deep learning
- PyTorch Installation
- Tensors
- NumPy arrays (hands-on)
- PyTorch tensors (hands-on)
- Torchvision datasets (hands-on)
- Linear regression
- Linear regression (hands-on)
- Logistic regression
- Logistic regression (hands-on)
- Neural networks
- Neural networks (hands-on)
- Ideas for further study