AI Fundamentals Training
Let’s cut through the hype. AI is everywhere in the headlines, but most explanations are either too simple or drowning in jargon. This training gives you the real picture—what AI actually is, how it works, and what it means for your work and your organisation.
No coding required. No PhD needed. Just clear explanations, practical examples, and the knowledge you need to have informed conversations about AI. Takes about 2-3 hours to complete, but go at your own pace.
Training Modules
This training is organised into six self-paced modules. Complete them in order for the best learning experience, or jump to specific topics as needed.
What is AI?
Core concepts: machine learning, deep learning, generative AI, and LLMs. What AI can and can’t do.
Module 2How AI works
The AI lifecycle: data, training, deployment, monitoring. How large language models actually function.
Module 3AI in the real world
Proven use cases, emerging applications, and cutting through the hype. Where AI delivers value today.
Module 4Risks and ethics
Bias, hallucinations, safety concerns, and bigger picture risks. How to use AI responsibly.
Module 5AI governance
The regulatory landscape: EU AI Act, US approach, ISO 42001, NIST AI RMF. Building AI governance.
Module 6Evaluating AI
Essential questions for AI assessment. Red flags to watch for. A practical evaluation framework.
Continue exploring AI resources
Build on these fundamentals with additional AI coverage from our research desk.