

Sign inFree 3-minute AI skill check. LLMs, RAG, prompt engineering, AI safety, and embeddings — instant results, no signup required.
What this check covers
LLM fundamentals
Understanding context windows is essential for designing effective AI applications.
RAG
Retrieval-augmented generation is the standard pattern for production AI that needs factual grounding.
Inference controls
Temperature and sampling parameters directly control output quality and reliability.
AI safety
Prompt injection defence is a critical skill for anyone deploying AI in production.
Embeddings
Embeddings power search, recommendations, and clustering across the AI industry.
This platform is built to get you into roles like AI Engineer — this quick check is step zero.
You get an instant snapshot of your strengths and the exact gaps to close next.
No account, no code, no pressure — just an honest read on where you're starting from.
The course
9 modules · 45 lessons · 10 hands-on projects. Your placement result maps straight onto this path.
Outcomes
The skill check is just the on-ramp. Finish the track and you leave with proof, not just knowledge.
A working project, graded
Build a real project and get an AI review against a professional rubric.
A verified skill profile
See exactly where you stand across the competencies employers test for.
Production-grade patterns
Learn the patterns teams actually ship — not toy demos.
A portfolio you can share
Completed projects live in a public portfolio you can send to employers.
A certificate on completion
Earn a shareable certificate when you finish the track.
The questions overlap because modern AI is heavily driven by generative models. The full courses diverge: AI covers broader theory (classical ML, planning, search) while Generative AI focuses on LLM-specific engineering.
Not for this quick check. The questions test conceptual understanding, not mathematical derivations.
Sign up for the free full assessment — 20 questions including code challenges, AI-graded with a personalised learning plan.
Find your starting point as an AI Engineer — instantly, no signup.