Intelligent System

PyTorch Tutorial Series

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.

AI

Lesson #2: Basic Code & Concepts

Your first Neural Network. Leveraging the GPU. Working with DataLoaders.

Lesson #3: Network Progression

Fully connected. Convolutional. Residual.

Lesson #4: Tuning a Neural Network

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.