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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

Shot Planning and Storyboards for AI Video

Shot Planning and Storyboards for AI Video

Plan every shot before you generate, so clips cut together into a storyIntermediateImage and video AI4.7(3)53 lessonsSampleRuth Okafor$6 Loss functions: what your model is minimising

Loss functions: what your model is minimising

Understand MSE, cross entropy and friends well enough to choose, read and debug themBeginnerDeep learning4.0(3)53 lessonsSampleMira Okafor$5 AI Strategy Basics for Executives

AI Strategy Basics for Executives

A clear, hype free grounding in what AI means for your organisation and how to lead the first stepsBeginnerAI for business4.7(3)53 lessonsSampleSofia BrandtFree Estimating AI Costs and Returns Honestly

Estimating AI Costs and Returns Honestly

Build cost and benefit estimates with ranges and assumptions you can defend in a budget meetingIntermediateAI for business4.0(3)53 lessonsSampleSofia Brandt$8 Clinical Literature Triage with AI

Clinical Literature Triage with AI

Screen and summarise clinical research faster with AI, then appraise the evidence that matters yourselfAdvancedAI for professionals4.7(3)53 lessonsSampleXavier Lindgren$12 Data Analysis Agents for Spreadsheets and SQL

Data Analysis Agents for Spreadsheets and SQL

Use or build agents that query data, run analysis and explain results you can actually verifyIntermediateAI agents4.3(3)53 lessonsSampleJamal Haddad$8 Embeddings Explained for Builders

Embeddings Explained for Builders

Understand what embeddings capture, what they miss and how to use them for search, grouping and matching.BeginnerRAG and search4.5(2)53 lessonsSampleEmeka Nwosu$4 Training a Style or Subject Adapter

Training a Style or Subject Adapter

Curate data, train a small adapter and test it honestly for a style or subjectAdvancedImage and video AI4.7(3)53 lessonsSampleQuentin Adebayo$12 Probability for Machine Learning

Probability for Machine Learning

Use random variables, conditional probability and distributions the way ML models doIntermediateMath for AI4.3(3)53 lessonsSampleKenta Arai$7 Rate Limits, Retries and Backoff

Rate Limits, Retries and Backoff

Handle 429s and overloads gracefully with backoff, jitter, client side pacing and retries that never cause storms.IntermediateBuilding with LLM APIs4.7(3)53 lessonsSampleFarid Haddad$7 Build Your First Eval Set

Build Your First Eval Set

Create a small, honest set of test cases for your LLM feature and use it to judge every change.BeginnerEvaluation and testing4.7(3)52 lessonsSampleGonzalo IbarraFree Embeddings: meaning as numbers

Embeddings: meaning as numbers

See how words and documents become vectors, and why similar meanings end up close togetherIntermediateHow language models work4.7(3)52 lessonsSampleBastian Weber$6