Career
Roadmaps.
Every track at a glance — cert order, hireable checkpoint, salary range, and time to job-ready. Use this page as your reference.
Data.
3 TRACKSAI.
3 TRACKSThe Tools
Certs teach the theory. These tools are what the industry is actually using day-to-day in 2025 to build faster, debug smarter, and ship more.
Writes, edits, and debugs codebases through conversation.
VS Code with GPT-4 built in. Autocompletes functions, explains code inline.
AI assistant in your terminal. Free with a Google account.
Explain code, write boilerplate, debug errors, draft docs.
How AI agents connect to your tools, DBs, and APIs. Covered in GenAI track.
Describe a UI, get production-ready React code in minutes.
Not sure where to start?
Book a free 30-min call. I'll look at your background and tell you exactly which track and which cert to start with.