A 100 minute series of tutorials to get you going with deep learning in PyTorch.
You can get the data used in this series here.
Your first Neural Network. Leveraging the GPU. Working with DataLoaders.
Fully connected. Convolutional. Residual.
Introduction to the neural network modeling process. Slightly more advanced content.
You can learn much more about neural networks (and machine learning in general) from my free online course.