Why Portfolios Matter More Than Degrees

1. Employers want proof of work, not paper degrees. 2. A strong AI portfolio = credibility + confidence. 3. Show, don’t just tell.

Learn AI Fundamentals

Learn from free/paid sources: – Coursera – YouTube – Udemy – DataCamp

Build Mini AI Projects

Start small: – House price prediction – Twitter sentiment analysis – Handwritten digit recognition

Document Everything

For every project, mention:– -The problem – Tools used – Results -Learnings Blog or GitHub ReadMe = bonus points!

Use GitHub as Your Portfolio

GitHub = Your AI résumé– -Organize projects – Add README + visuals --Show progress from beginner to advanced