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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 Intermediate 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 AI Verification Skills for Journalists

AI Verification Skills for Journalists

Use AI to help verify, transcribe and research stories while protecting accuracy and your sourcesIntermediateAI for professionals4.7(3)72 lessonsSampleZoltan Varga$8 AI regulation in broad terms

AI regulation in broad terms

Understand the main approaches to regulating AI worldwide and what they mean for your workIntermediateAI safety and ethics4.3(3)65 lessonsSampleAlejandra Ruiz$6 Bias and fairness in AI systems

Bias and fairness in AI systems

Learn where AI bias comes from, how it shows up, and what can realistically be done about itIntermediateAI safety and ethics4.7(3)61 lessonsSampleAisha Rahman$6 AI and the misinformation ecosystem

AI and the misinformation ecosystem

Understand how AI changes the production and spread of false information, and what helpsIntermediateAI safety and ethics4.5(2)58 lessonsSampleBruno Azevedo$6 Ethics as a Career Skill in AI Work

Ethics as a Career Skill in AI Work

Learn to spot risks, raise concerns well and show ethical judgement in AI projects and interviewsIntermediateAI careers4.3(3)57 lessonsSampleYuki Tanabe$7 AI in hiring, lending and housing decisions

AI in hiring, lending and housing decisions

See how AI is used in decisions that shape people's lives, and what fair, contestable use requiresIntermediateAI safety and ethics4.7(3)55 lessonsSampleAisha Rahman$7 AI alignment and risk debates, presented fairly

AI alignment and risk debates, presented fairly

Understand the arguments about AI risk from every side, and form your own reasoned viewIntermediateAI safety and ethics4.3(4)52 lessonsSampleBao Tran$6 Telling people when AI is involved

Telling people when AI is involved

Decide when and how to disclose AI use to customers, colleagues and the public, clearly and honestlyIntermediateAI safety and ethics4.3(3)49 lessonsSampleAlejandra Ruiz$5 Sycophancy: when AI tells you what you want to hear

Sycophancy: when AI tells you what you want to hear

Recognise flattering, agreeable AI answers and learn ways of asking that get honest feedbackIntermediateAI safety and ethics4.7(3)46 lessonsSampleBao Tran$5 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