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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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Questions over Tables and Databases

Questions over Tables and Databases

Answer questions over spreadsheets, document tables and databases correctly, with text to SQL done safely.IntermediateRAG and searchNewFumiko Arai$8 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 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 Contributing to Open Source AI Projects

Contributing to Open Source AI Projects

Make your first useful contributions to open source AI projects and build a public track recordIntermediateAI careersNewYohannes Tesfaye$6 Agent Ideas Workshop: Finding Good First Use Cases

Agent Ideas Workshop: Finding Good First Use Cases

Sort your team's agent ideas into worth building, better as a workflow, and not yetAll levelsAI agentsNewJamal Haddad$3 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 LLM APIs on a Solo Developer Budget

LLM APIs on a Solo Developer Budget

Build and launch a side project on model APIs without a surprise bill, abuse or an overbuilt setup.All levelsBuilding with LLM APIsNewFarid Haddad$4 Keyword Search and Inverted Indexes

Keyword Search and Inverted Indexes

Understand how keyword search really works, from inverted indexes to BM25, and tune it for your content.IntermediateRAG and searchNewEmeka Nwosu$6 Accessibility Checks in AI Generated Front Ends

Accessibility Checks in AI Generated Front Ends

Catch the accessibility problems in AI built interfaces before they lock people outIntermediateAI coding assistantsNewIlse Vermeulen$7 Measuring Whether Coding Assistants Help You

Measuring Whether Coding Assistants Help You

Find out with your own evidence where coding assistants speed you up, slow you down or add riskAll levelsAI coding assistantsNewJoanna Kowalczyk$5 Monitoring Agents in Production

Monitoring Agents in Production

Know what your live agent is doing, catch quality drops early and respond to incidents with a planIntermediateAI agentsNewIngrid Solberg$9 Multilingual Apps on LLM APIs

Multilingual Apps on LLM APIs

Serve users in many languages with consistent quality, sensible cost and testing per language.IntermediateBuilding with LLM APIsNewGreta Lindqvist$6