Developer Skills Roadmap
Know what to learn.
Build what matters.
Five opinionated learning paths that turn an overwhelming tech landscape into clear skills, trusted resources, and projects you can actually ship.
No perfect route. Just a useful next step.
01 / Choose a path
One destination at a time.
Each roadmap is deliberately sequenced. Follow it from the beginning or jump to the first milestone that feels unfamiliar.
Build systems that learn
AI & ML
Move from Python and data fundamentals to trained models, modern AI applications, evaluation, and production deployment.
Build for the open web
Web Development
Learn the browser platform first, then layer on TypeScript, component architecture, full-stack frameworks, testing, and performance.
Design dependable interfaces
API Development
Go from HTTP fundamentals to secure API design, implementation, documentation, testing, reliability, and a catalog of real APIs.
Make delivery repeatable
DevOps
Build confidence with Linux and networking, then automate delivery, infrastructure, containers, orchestration, and observability.
Turn evidence into decisions
Data Science
Learn to ask precise questions, retrieve and clean data, reason statistically, communicate findings, and productionize repeatable analysis.
02 / The method
Learn in a loop, not a pile.
Skills stick when information becomes action. Every path follows the same four-part learning loop.
- 01
Map
See the whole route and pick the next meaningful milestone.
- 02
Learn
Use focused documentation and guides, not endless playlists.
- 03
Build
Turn each concept into a small artifact you can explain.
- 04
Ship
Combine the milestones into one credible capstone project.
Your next move