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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 Advanced Clear all

Evaluating Retrieval Quality

Evaluating Retrieval Quality

Measure whether your retrieval finds the right passages with real queries, relevance labels and the right metrics.AdvancedEvaluation and testing4.7(3)75 lessonsSampleFumiko Arai$11 Evaluating an AI Feature Before Launch

Evaluating an AI Feature Before Launch

Build an evaluation set, grade outputs reliably and set launch gates your team agrees onAdvancedAI for product and operations4.7(3)70 lessonsSampleSanjana Rao$14 Reviewing AI Support Answers for Quality

Reviewing AI Support Answers for Quality

Build a sampling and rubric process to judge AI support answers and catch failures earlyAdvancedAI for product and operations4.7(3)67 lessonsSampleTariq Haddad$12 Model Graded Evals and Their Pitfalls

Model Graded Evals and Their Pitfalls

Use language models as graders without fooling yourself: biases, validation against people and safeguards.AdvancedEvaluation and testing4.3(4)60 lessonsSampleGonzalo Ibarra$11 Cost and Latency Budgets for LLM Features

Cost and Latency Budgets for LLM Features

Set cost and speed targets for an LLM feature, measure them honestly and trade them against quality.All levelsBuilding with LLM APIs4.5(2)52 lessonsSampleFarid Haddad$8 Red Teaming and Prompt Injection Testing

Red Teaming and Prompt Injection Testing

Test your LLM app against jailbreaks, prompt injection and data leaks with a repeatable attack suite.AdvancedEvaluation and testing4.7(3)49 lessonsSampleGonzalo Ibarra$12 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 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 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