Handbooks / Machine Learning Basics

Machine Learning Basics

Core machine learning ideas for quick revision.

  1. 1ML FoundationsStart here · 7 pages · ~5 min
  2. 2Linear and Logistic RegressionAfter ML Foundations · 7 pages · ~5 min
  3. 3Model EvaluationAfter ML Foundations, Linear and Logistic Regression · 7 pages · ~4 min
  4. 4Decision Trees and EnsemblesAfter ML Foundations, Model Evaluation · 7 pages · ~5 min
  5. 5Neural Network BasicsAfter ML Foundations, Linear and Logistic Regression · 7 pages · ~5 min