A Visual Introduction To Machine Learning—Part II: Model Tuning And The Bias-Variance Tradeoff by Stephanie Yee and Tony Chu

The second part of “A Visual Introduction to Machine Learning” series, this installment describes a tradeoff fundamental to machine learning and artificial intelligence. Using scroll-linked animation, thoughtful pacing, and no mathematical notation, we strive to make the bias-variance tradeoff and other machine-learning concepts accessible and delightful to a broader audience.