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Foundations 89

All Foundations89 AI basics25 How language models work23 AI safety and ethics49

Everyday AI 91

All Everyday AI91 Prompting20 ChatGPT and Claude at work25 AI for writing29 AI for research and study33

Building with AI 162

All Building with AI162 Python for AI21 Building with LLM APIs30 RAG and search21 Evaluation and testing21 AI agents31 AI automation25 AI coding assistants30

Machine learning 149

All Machine learning149 Machine learning35 Data science and statistics30 Math for AI23 Deep learning28 NLP14 Computer vision14 Fine tuning and training12 MLOps and deployment18

Creative AI 77

All Creative AI77 Image and video AI58 Audio and voice AI12 AI for design33

AI at work 145

All AI at work145 AI for business34 AI for marketing and sales23 AI for product and operations28 AI for education28 AI for professionals29 AI careers18

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Jailbreaks, prompt injection and model misuse

Jailbreaks, prompt injection and model misuse

Understand how AI systems are manipulated and the defensive design that limits the damageIntermediateAI safety and ethics4.5(2)36 lessonsSampleBao Tran$7 The energy and water cost of AI

The energy and water cost of AI

Understand what is known and unknown about AI's electricity, water and carbon footprintAll levelsAI safety and ethics4.5(2)29 lessonsSampleBenedict Asante$4 Children's photos and data in the age of AI

Children's photos and data in the age of AI

Decide what to share about your children online now that images can be scraped and alteredIntermediateAI safety and ethicsNewAnika Lindqvist$5 Multimodal models: text, images and sound together

Multimodal models: text, images and sound together

See how one model can read images, hear audio and write text, and where it still stumblesIntermediateHow language models workNewBenedict Asante$6 Assessment Design and Integrity in the AI Era

Assessment Design and Integrity in the AI Era

Redesign tasks and integrity rules so you assess pupils' thinking, not a chatbot's outputIntermediateAI for educationNewUma Raghavan$7 Attention without the maths

Attention without the maths

Understand how transformers let each word look at the others, explained with pictures and storiesIntermediateHow language models workNewBastian Weber$5 A practical framework for AI ethics

A practical framework for AI ethics

Use a simple five question method to reason through any AI ethics dilemma on your ownAll levelsAI safety and ethicsNewAisha Rahman$5 Provenance, watermarks and labels for AI content

Provenance, watermarks and labels for AI content

Understand content credentials, watermarks and AI labels: how they work and where they fall shortIntermediateAI safety and ethicsNewBruno Azevedo$6 Managing shadow AI in your organisation

Managing shadow AI in your organisation

Understand why staff use unapproved AI tools and build a response that works better than a banIntermediateAI safety and ethicsNewAlejandra Ruiz$5 Explainability: why did the model decide that?

Explainability: why did the model decide that?

Learn what AI explanations can and cannot tell you, and how to give people reasons they can useIntermediateAI safety and ethicsNewAisha Rahman$6 Human oversight that actually works

Human oversight that actually works

Design human review of AI outputs that catches errors instead of rubber stamping themIntermediateAI safety and ethicsNewAlejandra Ruiz$6 What an AI answer really costs

What an AI answer really costs

Understand the compute, tokens and money behind AI answers and why prices vary so muchIntermediateHow language models workNewBenedict Asante$5