Career Roadmap: AI & Data Roles

A clear roadmap to break into AI, data science, or data engineering — whether you're a fresher or switching careers.

1. 1. What to learn (and what to skip)
   2. What to build for your portfolio/resume
   3. Fresher or experienced — the path is different, so we tailor it to you
   4. You leave with a simple action plan