Topics
Learn by area
Pick a topic and get a curated path: foundational reading, a workshop video, and the reference book that ties it all together — plus articles written by the community.
Linear & Logistic Regression
4 postsFoundational predictive models — the workhorses of applied ML.
Trees & Ensembles
2 postsDecision trees, random forests, XGBoost, LightGBM.
Deep Learning
2 postsNeural networks from perceptrons to transformers.
Natural Language Processing
2 postsTokenization, embeddings, LLMs and beyond.