Structured learning paths
AI courses by profession
Each course is built from the corresponding roadmap: stages become modules, nodes become lessons, and practice tasks and series become assessments. Content is not duplicated.
8courses
27modules
99lessons
28assessments
Course ready6–12 months
AI Engineer
From programming foundations to production AI systems
6 modules33 lessons4 assessments
Start course →Course ready10–16 weeks
Backend Developer + AI
AI capabilities in reliable backend systems
3 modules9 lessons1 assessments
Start course →Course ready10–16 weeks
DevOps / SRE + AI
Reliable operation of AI workloads
3 modules8 lessons5 assessments
Start course →Course ready8–14 weeks
Data Analyst + AI
Verified analytics with AI, SQL, and spreadsheets
3 modules8 lessons4 assessments
Start course →Course ready8–14 weeks
Frontend Developer + AI
AI interfaces, streaming UX, approvals, and generative UI
3 modules10 lessons2 assessments
Start course →Course ready7–12 weeks
Business Analyst + AI
Requirements, process analysis, and AI use-case discovery
3 modules10 lessons5 assessments
Start course →Course ready8–14 weeks
Product Manager + AI
AI product discovery, metrics, economics, and lifecycle
3 modules10 lessons2 assessments
Start course →Course ready10–16 weeks
Cybersecurity Specialist + AI
Threat modeling, red teaming, and AI system protection
3 modules11 lessons5 assessments
Start course →