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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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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 AI Procurement: Contract and Data Questions

AI Procurement: Contract and Data Questions

Ask AI vendors the data, security, contract and exit questions that matter before you signAdvancedAI for business4.3(3)86 lessonsSampleTariq Haddad$13 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 Accessible Media with AI: Alt Text, Captions, Description

Accessible Media with AI: Alt Text, Captions, Description

Use AI to draft alt text, captions and audio description, then review them properlyAll levelsAI for design4.7(3)84 lessonsSampleOdile LaurentFree Inference optimisation for serving at scale

Inference optimisation for serving at scale

Serve language models faster and cheaper by understanding prefill, decode, batching and cachingAdvancedMLOps and deployment4.7(3)83 lessonsSampleMagnus Eriksen$15 Communicating Results to Non Experts

Communicating Results to Non Experts

Turn analysis into clear sentences, simple charts and decisions people act onAll levelsData science and statistics4.3(4)82 lessonsSampleKojo Amankwah$5 Profiling and Speeding Up Python

Profiling and Speeding Up Python

Find where your Python data and AI code really spends time and memory, then fix the parts that matter.AdvancedPython for AI4.7(3)78 lessonsSampleFelix Brandt$10 Learning Science for AI Assisted Teaching

Learning Science for AI Assisted Teaching

Use what research says about memory and understanding to decide when AI helps learning and when it hurtsAll levelsAI for education4.5(4)77 lessonsSampleValentin Moreau$5 Sales Objection Practice With AI Roleplay

Sales Objection Practice With AI Roleplay

Rehearse tough buyer objections with a realistic AI buyer, then review what you said and whyAll levelsAI for marketing and sales4.5(4)76 lessonsSampleSantiago Ferreira$5 Evaluating Retrieval Quality

Evaluating Retrieval Quality

Measure whether your retrieval finds the right passages with real queries, relevance labels and the right metrics.AdvancedEvaluation and testing4.7(3)75 lessonsSampleFumiko Arai$11 Which Model When: Choosing an Algorithm

Which Model When: Choosing an Algorithm

Pick a sensible model family for your data, constraints and goals, then test it fairlyAll levelsMachine learning4.3(3)74 lessonsSampleKenta Arai$7 Machine translation: how it works and fails

Machine translation: how it works and fails

Understand how machines translate, judge translation quality and know when a human translator is neededAll levelsNLP4.3(3)74 lessonsSampleNadia Haddad$6