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657 tutors in 31 topics, built by 75 teachers. Each one follows a lesson plan its teacher wrote.

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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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AI safety and ethics Advanced Clear all

Why language models make things up

Why language models make things up

Understand the causes of hallucination and build habits that catch it before it costs youAll levelsAI safety and ethics4.4(5)122 lessonsSampleBastian Weber$5 Fair Hiring: AI in Recruiting Without Bias

Fair Hiring: AI in Recruiting Without Bias

Use AI to write better job ads, structure interviews and screen fairly, with humans making decisionsAll levelsAI for professionals4.3(4)85 lessonsSampleYasmin Farouk$7 Ethics for people building AI products

Ethics for people building AI products

Build harm analysis, documentation and incident handling into AI product work from day oneAdvancedAI safety and ethics4.7(3)67 lessonsSampleAisha Rahman$10 AI risk assessment for a project

AI risk assessment for a project

Assess an AI project's risks with a clear method, a risk register and controls that are testedAdvancedAI safety and ethics4.5(2)56 lessonsSampleAlejandra Ruiz$10 Writing a School AI Policy for School Leaders

Writing a School AI Policy for School Leaders

Draft, consult on and launch a workable AI policy covering staff, pupils, data and assessmentAdvancedAI for education4.7(3)55 lessonsSampleUma Raghavan$11 AI and workers: automation, monitoring and fair change

AI and workers: automation, monitoring and fair change

Think through how AI affects jobs, workplace monitoring and the hidden labour behind modelsAll levelsAI safety and ethics4.5(2)44 lessonsSampleAisha Rahman$5 AI companions: what families should know

AI companions: what families should know

Understand companion chatbots, why people bond with them, and how to keep their use healthyAll levelsAI safety and ethics4.5(2)43 lessonsSampleAnika Lindqvist$5 Copyright and AI: the open questions

Copyright and AI: the open questions

Understand the unresolved copyright questions around AI training and outputs, without legal jargonAll levelsAI safety and ethics4.3(3)43 lessonsSampleBao Tran$5 Interpretability: looking inside neural networks

Interpretability: looking inside neural networks

Learn how researchers try to understand what happens inside models, and what we still cannot seeAdvancedAI safety and ethics4.5(2)39 lessonsSampleBao Tran$12 Auditing a model for bias: a hands-on method

Auditing a model for bias: a hands-on method

Run a structured fairness audit with clear metrics, subgroup tests and an honest written reportAdvancedAI safety and ethics4.5(2)36 lessonsSampleAisha Rahman$11 Data protection principles for AI projects

Data protection principles for AI projects

Apply core data protection principles to AI projects from design to deployment, without legal jargonAdvancedAI safety and ethics4.5(2)35 lessonsSampleAlejandra Ruiz$11 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