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I build the Micrograd autogradient engine, which is a functioning neural network with forward pass, backward propagation, and stochastic gradient descent, all built from scratch. This is derived from the great @karpathy micrograd lecture. Each notebook is complete with Andrei's lecture code and speech, as well as my own code, anecdotes and addition
This project focuses on binary classification using machine learning. It serves as a personal exercise to deepen my understanding of both machine learning and its underlying mathematical concepts. I am grateful for the insights provided by @dotcsv, whose notebooks helped me build this project and establish a solid foundation in Machine Learning.