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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

Debugging a RAG App That Answers Badly

Debugging a RAG App That Answers Badly

Trace each bad RAG answer to its real cause, from missing documents to ignored passages, and fix the most common.IntermediateRAG and search4.7(3)56 lessonsSampleFumiko Arai$8 Convolutional networks from the pixel up

Convolutional networks from the pixel up

See how convolutions turn pixels into features, and calculate shapes and parameters yourselfBeginnerComputer vision4.7(3)56 lessonsSampleNikolai Sorin$5 Tokenisation: how text becomes numbers

Tokenisation: how text becomes numbers

See how models split text into tokens, why it matters for cost and context, and where it trips upBeginnerHow language models work4.7(3)56 lessonsSampleNadia HaddadFree 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 Editing AI Clips into a Finished Piece

Editing AI Clips into a Finished Piece

Assemble AI footage into a polished edit with pacing, sound, colour and titlesIntermediateImage and video AI4.3(3)55 lessonsSampleRuth Okafor$7 Demand Forecasting Basics for Operations

Demand Forecasting Basics for Operations

Build a sensible demand forecast, compare it to simple baselines and know how wrong it might beIntermediateAI for product and operations4.3(3)55 lessonsSampleTakeshi Morimoto$9 AI for sceptics: an honest look

AI for sceptics: an honest look

A free, evidence first look at what AI does well, where the hype outruns reality, and whyAll levelsAI basics4.0(3)55 lessonsSampleBruno AzevedoFree 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 Pricing and Packaging AI Features

Pricing and Packaging AI Features

Price AI features with real usage costs, customer value and fair limits in mindAdvancedAI for business4.5(2)55 lessonsSampleSanjana Rao$13 Deepfakes: how they work and how to check

Deepfakes: how they work and how to check

Understand synthetic faces, voices and video, and learn verification habits that still workBeginnerAI safety and ethics4.7(3)55 lessonsSampleBruno Azevedo$4 GPUs and AI hardware for beginners

GPUs and AI hardware for beginners

Understand what GPUs do for AI and estimate whether a model will fit on your hardwareBeginnerMLOps and deployment4.7(3)55 lessonsSampleMagnus EriksenFree Reading Maths Notation in AI Papers

Reading Maths Notation in AI Papers

Translate the symbols in machine learning papers into plain words and small examplesAll levelsMath for AI4.7(3)55 lessonsSampleKatarzyna Wolska$6