Hands-on Deep Learning with PyTorch
A Series Of YouTube Video Lectures
Deep Learning
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!
1 Lecture Playlist
- An overview of the lecture series
- Prerequisites to studying deep learning
- PyTorch Installation
- Tensors
- NumPy Arrays
- PyTorch Tensors
- Torchvision Datasets
- Linear Regression
- Linear Regression (hands-on)
- Logistic regression
- Logistic regression (hands-on)
- Neural networks
- Neural networks (hands-on)
- Ideas for further study