Fast.ai is an e-learning site focused on deep learning and AI. It offers free, practical courses designed for developers and end users with some coding knowledge. The platform features the 'Practical Deep Learning for Coders' course, which teaches deep learning and machine learning. Fast.ai also develops software libraries such as fastai for PyTorch and nbdev, aimed at simplifying the development and deployment of machine learning models.