A curriculum in a fixed order
Lessons build on each other from Python basics to production AI. You never wonder what to study next.
How it works
Learn it. Practise it. Prove it. At your own pace, from day one.
Learn
Notes, lectures and explainers
Deep notes, hand-picked lectures and animated explainers that make hard ideas click.
Labs with instant feedback
Write code in your browser and see exactly what to fix, check by check.
Prove
Timed exams
A 25+ question exam closes every lesson. Score 80% to move on.
Portfolio projects
12 public projects across the modules, each with a README you can link in applications.
Industry Readiness Index
Your verified results roll up into a skill-by-skill score and a shareable report.
A typical week
At 6–8 hours a week.
- Mon–TueRead the notes, take the video checks
- Wed–ThuDo the lab until every check passes
- FriPractice workbook
- WeekendTimed exam and the lesson assignment
Learn. Practise. Prove. Apply.
- 1
Learn
Master each concept through deep notes, lectures and quick video checks.
- 2
Practise
60+ practice questions and an auto-graded lab in every lesson.
- 3
Prove
Clear the timed exam, ship the project and grow your IRI score.
- 4
Apply
Walk into interviews with a portfolio, a verified score and well-drilled answers.
Your first lesson is on us.
AI vs ML vs DL vs GenAI: deep notes, a hands-on lab and a quiz. No card. No catch.