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GenAI Foundations
LLMs, prompting, RAG and evaluation — the core skills every AI-curious professional needs.
Duration
2 weeks
Format
Live online
Commitment
6–8 hrs/week
Level
Foundation
Next cohort
Starts soon
What you'll learn
Outcomes
Understand the model
Know what LLMs can and can't do, and why they sometimes get it wrong.
Prompt for production
Move past one-off prompts to patterns that hold up under real use.
Ground your answers
Use retrieval to keep responses accurate and traceable to a source.
Ship responsibly
Apply basic evaluation, cost and governance habits from day one.
Curriculum
Week-by-week syllabus
- Day 1 — What LLMs can and can't do
- Day 2 — Prompting patterns that hold up in production
- Day 3 — Retrieval-augmented generation, explained
- Day 4 — Hallucination, bias & responsible use
- Day 5 — Lab: build a grounded Q&A assistant
- Day 6 — Structured outputs & function calling basics
- Day 7 — Evaluating model outputs objectively
- Day 8 — Choosing the right model & tool for the job
- Day 9 — Cost, latency & governance basics
- Day 10 — Capstone: ship a small GenAI workflow
Prerequisites
- No prior AI experience required
- Comfortable browsing and using web apps
- Curiosity about applying AI to your own work
Choose your domain
Projects and datasets adapt to where you work:
FinanceHealthcareRetailGovernmentManufacturingGeneral
ML
Lead instructor
A practitioner who ships agents in production
Your cohort is led by a senior AI solution architect with real-world experience building multi-tenant AI platforms and autonomous systems — every project is reviewed personally.
Ready to build production AI skills?
Join the next 2-week cohort, or bring this program in-house for your team.