Dmitry.AI

«Deep Learning for Coders with Fastai and PyTorch» (2020)

course.fast.ai
amazon.com/dp/1492045527

Part I. Deep Learning in Practice

Chapter 1. Your Deep Learning Journey

Deep Learning Is for Everyone

Deep learning is a computer technique to extract and transform data by using multiple layers of neural networks.
Each of these layers takes its inputs from previous layers and progressively refines them.
The layers are trained by algorithms that minimize their errors and improve their accuracy.

Neural Networks: A Brief History

How to Learn Deep Learning

The Software: PyTorch, fastai, and Jupyter (And Why It Doesn’t Matter)

Your First Model