On making AwesomeGrad

Hello!

After rekindling my passion for ML, I embarked on a foundational project - to build my own minimalist ML library, inspired by micrograd, with the goal of using it to train on MNIST handwritten digits dataset.

Whether you're a fellow developer who once delved into AI but found yourself exploring other areas of computer science, or simply looking to refresh your ML fundamentals, this blog series will walk you through my step-by-step process. Together, we'll rebuild those neural network foundations from the ground up.

I assume your background on simple data structures and high school mathematics. We will jump directly into the core concept, after some basic overview.