Data Analysis roadmap
Move through foundation, practice and project stages with related links.
Step 1: beginner
Data Analysis foundations
Learn the vocabulary, syntax and small examples that make Data Analysis approachable.
Beginner lessonsBasic examplesQuick quiz
Step 2: intermediate
Data Analysis practice
Connect several ideas into exercises, debugging tasks and mini features.
Practice exercisesExamplesMini projects
Step 3: advanced
Data Analysis projects
Build a realistic project, review tradeoffs and prepare interview answers.
ChallengesProjectsInterview questions