Learn how backpropagation works using automatic differentiation in Python. Step-by-step implementation from scratch.

The fundamental technique has been studied for decades, thus creating a huge amount of information and alternate variations that make it hard to tell what is key vs. non-essential information.

Learn the Adagrad optimization algorithm, how it works, and how to implement it from scratch in Python for machine learning ...