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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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AI Risk and Compliance in Broad Terms

AI Risk and Compliance in Broad Terms

Map the main risks of business AI use and know which questions to take to your legal and compliance teamAll levelsAI for business4.0(3)66 lessonsSampleTariq Haddad$6 Rethinking University Assessment for AI

Rethinking University Assessment for AI

Redesign module assessments so grades reflect student learning when AI assistants are everywhereAdvancedAI for education4.7(3)66 lessonsSampleValentin Moreau$12 Debugging neural network training

Debugging neural network training

A systematic method for finding why a model will not train, diverges or quietly underperformsAdvancedDeep learning4.5(4)66 lessonsSampleNikolai Sorin$10 RAG Explained for Non Engineers

RAG Explained for Non Engineers

Understand how AI assistants answer from company documents, what can go wrong and what to ask your team.All levelsRAG and search4.7(3)66 lessonsSampleEmeka NwosuFree Automation for Operations Teams

Automation for Operations Teams

Build a shared, well governed set of automations across an operations team instead of scattered one offsAll levelsAI automation4.3(3)65 lessonsSampleHamza Qureshi$6 Fact Checking AI Output Before It Leaves Your Desk

Fact Checking AI Output Before It Leaves Your Desk

A practical routine for checking names, numbers, quotes and claims in AI assisted work before you send it.All levelsAI for research and study4.7(3)65 lessonsSampleChloe Adeyemi$5 Planning the cost of a training run

Planning the cost of a training run

Estimate compute, time, memory and budget for a training or fine tuning run before you spendAll levelsFine tuning and training4.3(3)65 lessonsSampleMagnus Eriksen$7 Survey Data: Design to Analysis

Survey Data: Design to Analysis

Write better questions, weight responses sensibly and report survey results honestlyAll levelsData science and statistics3.7(3)65 lessonsSampleLina Khoury$6 Copyright, Licences and Disclosure for Creatives

Copyright, Licences and Disclosure for Creatives

Understand copyright, tool licences and disclosure for AI creative work in plain termsAll levelsAI for design4.5(4)65 lessonsSampleRen Takahashi$4 Incident and Risk Reviews With AI

Incident and Risk Reviews With AI

Run blameless incident reviews and risk registers with AI help, verified against the factsAdvancedAI for product and operations4.3(4)64 lessonsSampleTakeshi Morimoto$11 Brand Consistent Imagery Systems

Brand Consistent Imagery Systems

Design a documented image system so every AI visual looks like your brandAdvancedAI for design4.7(3)63 lessonsSampleRohan Mehta$10 Writing SOPs and Runbooks With AI

Writing SOPs and Runbooks With AI

Turn expert know how into clear procedures that a new person can follow and testAll levelsAI for product and operations4.7(3)62 lessonsSampleTakeshi Morimoto$5