About Know Your ML
Know Your ML explains machine learning concepts in plain language, with guides that help students and developers understand models, training and evaluation.
Know Your ML is a free learning site that explains machine learning in plain language. Instead of dense papers, you get clear guides on how models work, how they are trained and evaluated, and what the common terms actually mean. It is written for students taking their first steps in AI as well as developers who need a solid mental model before shipping ML features. Topics include supervised and unsupervised learning, model metrics, overfitting, data splits and practical evaluation, so you can read a results table and know whether a model is any good. Bookmark Know Your ML whenever a machine learning concept needs a straightforward explanation.