Machine Learning Basics roadmap

Move through foundation, practice and project stages with related links.

Step 1: beginner

Machine Learning Basics foundations

Learn the vocabulary, syntax and small examples that make Machine Learning Basics approachable.

Beginner lessonsBasic examplesQuick quiz
Step 2: intermediate

Machine Learning Basics practice

Connect several ideas into exercises, debugging tasks and mini features.

Practice exercisesExamplesMini projects
Step 3: advanced

Machine Learning Basics projects

Build a realistic project, review tradeoffs and prepare interview answers.

ChallengesProjectsInterview questions