Guides
Guides & Roadmaps
Actionable learning plans and career roadmaps. Built for busy engineers who want an outcome, not just a playlist.
Interview Prep Roadmap (2026)
A practical 4-week plan for coding + system design + behavioral prep.
Best Interview Prep Courses (2026)
Top picks depending on whether you need coding, system design, or mocks.
Best System Design Courses (2026)
Top picks for system design interviews and architecture fundamentals.
Best Data Science Courses (2026)
Recommended paths for Python/SQL, projects, and certifications.
Learning Path: Software Engineer
Fundamentals → projects → interview readiness.
Learning Path: Data Scientist
Analytics → modeling → portfolio → interviewing.
Learning Path: ML Engineer
Foundations → applied projects → production ML skills.
Learning Path: Frontend Engineer
JS/CSS → React/TypeScript → production frontend skills.
Learning Path: Cloud Engineer
Networking → cloud services → deployment → operations.
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