AI/ML Engineering Guide
Self-paced · Beginner · Read at your own pace
Free, permanently
Portfolio projects in Python, LLMs and RAG that you can show in an interview.
See the full outline →Everything we teach. The curriculum is free to read either way — what you pay for is attention: your work read, your code reviewed, and specific feedback on what you built.
There is no total fee, no loan, no income-share agreement and no credit check. You only ever owe the current month, and finishing sooner costs you less — the way we charge rewards you for going faster, not us for slowing you down. We talk you through what your month costs before you commit to anything.
Self-paced · Beginner · Read at your own pace
Free, permanently
Portfolio projects in Python, LLMs and RAG that you can show in an interview.
See the full outline →4–6 months part-time · Experienced · Guided, with review
Guidance-based · no total, no lock-in
A deployed, AI-enabled production feature built with agentic tools.
See the full outline →4–6 months part-time · Experienced · Guided, with review
Guidance-based · no total, no lock-in
An architected AI system with defensible decisions on data, identity, cost and resilience.
See the full outline →Five shorter courses that lead into the two tracks above. The titles and lengths are set, but they are not open for enrolment yet — they are here so you can see where the tracks go next. Each one publishes its full outline before enrolment opens, and each is included in the guided track when it does.
4 weeks · Beginner to intermediate · Guided
Included in guided training
Full outline published before enrolment opens.
4 weeks · Beginner · Guided
Included in guided training
Full outline published before enrolment opens.
6 weeks · Intermediate · Guided
Included in guided training
Full outline published before enrolment opens.
2 weeks · Beginner · Guided
Included in guided training
Full outline published before enrolment opens.
4 weeks · Intermediate · Guided
Included in guided training
Full outline published before enrolment opens.
It is the project part of the course — you build something real, deploy it, and have it reviewed. No application and no selection.