01 · Foundations
Understand how LLMs work, prompt clearly and evaluate their limits.
5 resourcesFree learning material
OpenAI Academy · Official course
02AI foundations
Understand AI, ChatGPT and effective prompting through guided practice.
AI fundamentals / Prompt design / Reviewing outputsClaude Academy · Official course · 4 h
03AI Fluency: Framework and foundations
Use the 4D framework to work with AI effectively, ethically and safely.
Delegation / Description and prompting / Discernment and diligenceMicrosoft Learn · Learning path
04Get started with AI applications and agents on Azure
A seven-module introduction to generative AI, agents and multimodal workloads in Microsoft Foundry.
AI workloads / Generative AI and agents / Knowledge retrievalHugging Face · Official course
05LLM Course
Learn transformers, datasets, tokenizers and the foundations of modern LLMs.
Transformer models / Datasets and tokenizers / Model evaluationClaude Academy · Official course · 3.5 h
AI capabilities and limitations
Build a reliable mental model of model knowledge, context limits and steerability.
Next-token prediction / Knowledge and context / Diagnosing failuresSuggested practice
Compare the same task across two models, document the prompt, the output and one limitation.