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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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657 tutors

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 Imbalanced Classes, Handled Carefully

Imbalanced Classes, Handled Carefully

Model rare events like fraud or failures without tricks that quietly backfireIntermediateMachine learning4.5(4)86 lessonsSampleLukas Brenner$7 Next word prediction from the ground up

Next word prediction from the ground up

See how predicting one word at a time produces whole answers, and what temperature changesBeginnerHow language models work4.5(4)86 lessonsSampleBastian Weber$3 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 Diffusion Settings Explained: Steps, Seeds, Guidance

Diffusion Settings Explained: Steps, Seeds, Guidance

Understand the sliders in image tools so you change settings on purposeBeginnerImage and video AI4.3(4)84 lessonsSampleQuentin Adebayo$5 Classification Metrics Beyond Accuracy

Classification Metrics Beyond Accuracy

Read a confusion matrix and pick the metric that matches the cost of each mistakeBeginnerMachine learning4.7(3)83 lessonsSampleLukas Brenner$4 The Tool Calling Loop, Explained Step by Step

The Tool Calling Loop, Explained Step by Step

See exactly what happens, message by message, when a model calls a tool and gets the result backBeginnerAI agents4.5(4)83 lessonsSampleHiroshi TanabeFree 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 AI for Charities and Small Nonprofits

AI for Charities and Small Nonprofits

Use free and low cost AI tools for funding bids, reports and comms without risking trust or dataBeginnerAI for business4.5(4)82 lessonsSampleXavier LindgrenFree 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 AI Product Management for New PMs

AI Product Management for New PMs

Learn what changes when your product's core behaviour is probabilistic, and how to manage itBeginnerAI for product and operations4.3(4)80 lessonsSampleSanjana Rao$5