Eric J Ma's Website

Deep Learning Fundamentals

Model, loss, and optimizer: the core components of deep learning. Come learn more; at the end, we even build the beginnings of a deep learning framework!

This tutorial has its public debut at SciPy 2019. In this tutorial, I showed the class the fundamentals of deep learning in the form of "model, loss, optimizer".

Notebooks are available here.