1. Design an evidence-first AI workflow
Applied AI · Separate retrieval, extraction, validation and final factual review.
Explore & practiseThe practice & career studioTurn what you know
Turn what you know
into work you can explain.
Investigate a mistake. Solve a small challenge. Build a case you can defend. Original resources that help you move from reading to doing.
Find your next activity ↓A useful place to begin
Choose a small win.
Explore your companion library
Download companion pack ↓Applied AI
9 resources available. No sign-up required.
00C9 resources
Applied AI
Semantic retrieval, structured extraction and evidence-based factual review.
2. Run real local semantic retrieval
Applied AI · Encode meaning-related text and compare it with a transparent keyword baseline.
Explore & practise3. Evaluate retrieval and unsupported questions
Applied AI · Use relevance labels, ranking metrics and separate abstention cases.
Explore & practise4. Extract structured fields without hiding ambiguity
Applied AI · Build a narrow deterministic baseline before considering a generative extractor.
Explore & practise5. Validate model-shaped output and abstention
Applied AI · Enforce types, fields and failure behavior while keeping factual checks separate.
Explore & practise6. Review factual support claim by claim
Applied AI · Distinguish supported, contradicted and insufficient claims with a reproducible rubric.
Explore & practise7. Treat retrieved instructions as untrusted data
Applied AI · Keep document content outside application permissions and tool authority.
Explore & practise8. Record privacy, provenance, cost and latency
Applied AI · Write an operating contract that distinguishes actual measurements from assumptions.
Explore & practise9. Deliver an inspectable Applied AI mini-project
Applied AI · Build a small evidence report that makes model, parser and reviewer limitations visible.
Explore & practiseResume guidance and examples are for learning and preparation only. They do not guarantee interviews, a job offer or employment.
Public registration, payments and new paid enrolment remain disabled. These free resources do not grant access to protected course modules.
Learner dashboard ↗ · Ask a question ↗