Learning Series

The Practitioner's Guide to AI

A structured learning path from fundamentals to advanced implementation. Free, practical, and built for people who want to genuinely understand AI, not just use it.

8 modules
~10.5 hours
3 tiers
Free & open
Illustration for Foundations
Tier 1Beginner

Foundations

Build the mental models that change how you use every AI tool.

8 modules~3h total
01You're Already Using AI. Here's What's Actually Happening.20 min
02How AI Learns (Without Anyone Programming the Answers)20 min
03How LLMs Work: The Engine Under Every AI Tool You Use25 min
04The AI Tool Landscape: Models, Apps, and How to Choose25 min
05Prompt Engineering: The Skill That Changes Everything25 min
06RAG, Agents, and How AI Connects to Your World25 min
07Evaluating AI Output: A Trust Framework for Knowledge Workers25 min
08Responsible Use: Ethics, Data, and the Business of AI25 min
Illustration for Applied
Tier 2Intermediate

Applied

Move from occasional AI use to effective AI workflows that measurably improve your output.

0 modules~4h total
Modules coming soon.
Illustration for Strategic
Tier 3Advanced

Strategic

Lead AI strategy, make architecture decisions, and drive AI transformation in your organisation.

0 modules~3.5h total
Modules coming soon.