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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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Wrapping a model in a reliable API

Wrapping a model in a reliable API

Turn a trained model into a small, well behaved web service that fails clearly and safelyBeginnerMLOps and deploymentNewMalik Brennan$5 Packaging and Sharing a Python Project

Packaging and Sharing a Python Project

Turn your AI scripts into an installable package with clear dependencies, versions and a command line tool.IntermediatePython for AINewFelix Brandt$7 Writing your first training loop

Writing your first training loop

Write a clear, correct training loop in any framework and know what each line is forBeginnerDeep learningNewMira Okafor$4 Project Instruction Files for Coding Agents

Project Instruction Files for Coding Agents

Write the instruction file that tells every coding agent session how your project is built, tested and styledIntermediateAI coding assistantsNewJude Mensah$7 Handling Large Data Files in Python

Handling Large Data Files in Python

Work with datasets bigger than memory using chunks, smart dtypes, columnar formats and streaming.IntermediatePython for AINewFelix Brandt$7 Licensing and Privacy Questions for AI Assisted Code

Licensing and Privacy Questions for AI Assisted Code

Understand the open questions about licences, ownership and code privacy so you can ask the right peopleAll levelsAI coding assistantsNewJoanna Kowalczyk$6 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 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 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 Batch Jobs for Large LLM Workloads

Batch Jobs for Large LLM Workloads

Run thousands of model requests as batch jobs that are cheaper, resumable and easy to check.IntermediateBuilding with LLM APIsNewFarid Haddad$7 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