Learning Roadmaps

Curated step-by-step guides to help you master different software engineering and machine learning tracks

beginner

Complete roadmap to becoming a professional frontend developer in 2024

Duration: 6-12 months

6 steps

intermediate

Complete roadmap to becoming a professional backend developer

Duration: 8-12 months

6 steps

advanced

Complete roadmap to becoming an ML/AI engineer

Duration: 12-18 months

6 steps

intermediate

Complete roadmap combining frontend and backend development

Duration: 10-14 months

6 steps