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

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

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.