Machine Learning

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CNNs, Part 1: An Introduction to Convolutional Neural Networks

Machine Learning

A simple guide to what CNNs are, how they work, and how to build one from scratch in Python.

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Random Forests for Complete Beginners

Machine Learning

The definitive guide to Random Forests and Decision Trees.

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A Simple Explanation of Gini Impurity

Machine Learning

What Gini Impurity is (with examples) and how it's used to train Decision Trees.

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Machine Learning for Beginners: An Introduction to Neural Networks

Machine Learning

A simple explanation of how they work and how to implement one from scratch in Python.

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Building a Better Profanity Detection Library with scikit-learn

Machine Learning

Why existing libraries are uninspiring and how I built a better one.

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