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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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Agent Memory and Context Management

Agent Memory and Context Management

Keep long agent runs focused by managing what goes into the context window and what lives outside itAdvancedAI agentsNewHiroshi Tanabe$11 Designing AI Roleplay and Tutor Scenarios

Designing AI Roleplay and Tutor Scenarios

Build, test and evaluate AI roleplays and practice tutors that help learners without misleading themAdvancedAI for educationNewValentin Moreau$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 Large Changes with Coding Agents: Plan, Split, Verify

Large Changes with Coding Agents: Plan, Split, Verify

Use coding agents for migrations and cross cutting changes without losing control of a big codebaseAdvancedAI agentsNewJude Mensah$12 Hyperparameter Tuning on a Budget

Hyperparameter Tuning on a Budget

Search smarter, spend less compute and avoid overfitting your validation setAdvancedMachine learningNewLukas Brenner$11 Rolling Out Coding Assistants Across a Team

Rolling Out Coding Assistants Across a Team

Introduce coding assistants to a development team with clear policy, fair training and honest measurementAll levelsAI coding assistantsNewJoanna Kowalczyk$9 Planning a Nonfiction Book With AI

Planning a Nonfiction Book With AI

Shape a nonfiction book idea into a clear reader promise, chapter plan and research plan, with honest sources.AdvancedAI for writingNewDhruv Mehta$11 Evaluating Evidence: Spotting Weak Studies With AI Help

Evaluating Evidence: Spotting Weak Studies With AI Help

Judge research quality with structured appraisal questions, using AI to help but not to decide.AdvancedAI for research and studyNewDelphine Moreau$12 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 Sandboxing Agents That Run Code

Sandboxing Agents That Run Code

Isolate code executing agents so a bad command cannot reach your files, network or secretsAdvancedAI agentsNewIngrid Solberg$13 Evaluating Agents: Tasks, Trajectories and Scores

Evaluating Agents: Tasks, Trajectories and Scores

Build an evaluation suite that tells you whether an agent change made things better or worseAdvancedAI agentsNewIngrid Solberg$12 Why some models are fast: efficiency tricks inside

Why some models are fast: efficiency tricks inside

Learn the techniques that make models faster and cheaper: from mixture of experts to KV cachingAdvancedHow language models workNewBenedict Asante$11