Roadmap Overview
Start here
- Engineering Fundamentals : start here if you want a clear foundation in terminal, Git, math, Python, and data handling.
- Soft Landing : start here if your CS fundamentals are already strong and you want to move into Core Systems and role tracks.
- Contributing : start here if you have 5+ years experience and want to add modules, projects, or improvements.
Community
Join the AI Roadmap Community on Telegram to collaborate with other learners and contributors.
Our Mission
HumbleBeeAI exists to cultivate elite-level ethical AI talent and help humanity make the Earth a better place for everyone. We do that by democratizing access to real AI engineering competence.
Curriculum architecture
The default progression follows a structured path:
- Engineering Fundamentals (recommended: 4 months)
- Soft Landing (recommended: 6 months)
- Core Systems: shared engineering foundations for all roles
- Specialization Tracks: role-based depth leading to entry-level readiness
Time estimates assume focused study. Part-time learners should expect longer. The key is not speed - the key is consistency in learning and building.
Contribute
If you have 5+ years of relevant experience, you can help keep this pathway sharp and useful.
Start with the Contributing Guide :
- What to add
- Quality gates (outcome-first, proof-first)
- How to submit (PR workflow, templates)
Licensing
HumbleBeeAI-authored curriculum writing, templates, and structure are licensed under CC BY-NC-SA 4.0. Linked third-party resources remain under their original licenses.
