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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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Evaluation and testing Clear all

Regression Testing Your Prompts

Regression Testing Your Prompts

Catch quality drops before users do by running an eval suite on every prompt, model or setting change.IntermediateEvaluation and testing4.5(2)42 lessonsSampleGonzalo Ibarra$7 Classifying Text with an LLM API

Classifying Text with an LLM API

Sort tickets, reviews or messages into categories with a model, and measure how accurate it really is.BeginnerBuilding with LLM APIs4.5(2)39 lessonsSampleGreta Lindqvist$4 Take Home Assignments and System Design for AI Roles

Take Home Assignments and System Design for AI Roles

Handle AI take homes and design rounds with clear scoping, baselines, evaluation and trade offsAdvancedAI careers4.5(2)30 lessonsSampleYohannes Tesfaye$13 CI and testing for ML projects

CI and testing for ML projects

Add fast automated checks that catch broken data, code and models before they reach usersIntermediateEvaluation and testingNewMalik Brennan$8 Golden Answers and Reference Checks

Golden Answers and Reference Checks

Write reference answers experts agree on and compare model output to them with the right matching method.BeginnerEvaluation and testingNewGonzalo Ibarra$5 Human Review That Scales

Human Review That Scales

Set up human review of AI outputs that is consistent, affordable and feeds back into better systems.All levelsEvaluation and testingNewGonzalo Ibarra$5 A/B Testing LLM Features in Production

A/B Testing LLM Features in Production

Run fair online experiments on prompts, models and LLM features and read the results without fooling yourself.AdvancedEvaluation and testingNewGonzalo Ibarra$10 Evaluating generated text

Evaluating generated text

Measure the quality of generated text with metrics, people and model judges, and know each one's limitsIntermediateEvaluation and testingNewMateo Rojas$8 Evaluating AI Learning Tools Before You Buy

Evaluating AI Learning Tools Before You Buy

Judge AI edtech on evidence, safety, data, accessibility and real classroom fit before you commitAdvancedAI for educationNewValentin Moreau$10