Career Roadmaps
Know exactly what to learn next
Hand-curated, milestone-by-milestone roadmaps for the careers our tracks prepare you for — with resources for every topic and progress you can track as you go.
📊
Data Analyst
Turn raw data into decisions — SQL, Python, and dashboards that stakeholders trust.
Beginner friendlySQLExcel & BI toolsPython
4-6 monthsView roadmap
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Data Scientist
Math, machine learning, and the engineering to take a model from notebook to production.
Math & statsMachine learningMLOps
8-10 monthsView roadmap
🌐
Full Stack Developer
The whole pipeline — UI, server, database, and deployment — under one roof.
React + Node.jsEnd-to-endSystem design
8-10 monthsView roadmap