Career roadmaps
Step-by-step guided paths, free for every account, with progress tracking that follows you.
AI / ML Engineer
From math foundations to shipping and monitoring machine learning models.
36 topics
Backend Developer
Server-side fundamentals through databases, APIs, and deployment.
15 topics
Data Analyst
Turn raw data into decisions with SQL, statistics, and visualization.
31 topics
Data Engineer
Build the pipelines and infrastructure that move and shape data at scale.
30 topics
DevOps Engineer
Infrastructure, automation, and reliability skills for shipping software at scale.
38 topics
Frontend Developer
From HTML fundamentals to a production-ready modern frontend stack.
20 topics
Full Stack Developer
End-to-end web development, from frontend UI to backend services and deployment.
37 topics
QA Engineer
Manual and automated testing skills to ship reliable software.
31 topics
System Design
Design large-scale, reliable systems — the core skill for senior engineering roles.
32 topics
UX Designer
Research, design, and validate great user experiences.
32 topics