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A Simple Explanation of Gini Impurity
What Gini Impurity is (with examples) and how it's used to train Decision Trees.
ReadMachine Learning for Beginners: An Introduction to Neural Networks
A simple explanation of how they work and how to implement one from scratch in Python.
ReadWhy Webpack? (or, How Not to Serve Javascript)
I learned this the hard way, but hopefully you don't have to.
ReadBuilding a Better Profanity Detection Library with scikit-learn
Why existing libraries are uninspiring and how I built a better one.
Read