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A comprehensive, industry-aligned learning path covering statistics, SQL, Python, data visualization, and analytics tools used at top tech companies.
From zero to job-ready data analyst in 6 stages
Click any topic node to see details, resources & mark your progress.
Browse All CoursesYes, this roadmap is free to browse. Individual linked courses may be free or paid.
Each phase builds on the one before it, so following the order is recommended — but you can jump to any topic you want.
This roadmap has 18 topics across 6 phases. Completion time depends on your pace, since every linked course is self-paced.
Each linked course issues its own verified certificate on completion. There is no separate roadmap-level certificate.