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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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Research Agents: Search, Read, Cite

Research Agents: Search, Read, Cite

Build or steer research agents that gather sources, weigh them honestly and cite every claimIntermediateAI agents4.5(2)51 lessonsSampleJamal Haddad$7 Rubric Grading for Open Ended Output

Rubric Grading for Open Ended Output

Design rubrics that make grading emails, summaries and explanations consistent, fair and repeatable.IntermediateEvaluation and testing4.3(3)49 lessonsSampleGonzalo Ibarra$6 Moderation, Refusals and Safe Responses

Moderation, Refusals and Safe Responses

Design how your LLM app handles harmful requests, refusals and sensitive topics, without blocking normal users.All levelsBuilding with LLM APIs4.3(3)49 lessonsSampleGreta Lindqvist$5 Code Review Workflows for Teams Using AI

Code Review Workflows for Teams Using AI

Adapt your team's code review to a world of larger, faster, AI assisted pull requestsIntermediateAI coding assistants4.5(2)46 lessonsSampleIlse Vermeulen$8 Becoming an LLM Application Engineer

Becoming an LLM Application Engineer

Learn what LLM application engineers do and build the skills and evidence to move into the roleIntermediateAI careers4.7(3)45 lessonsSampleYohannes Tesfaye$8 Python Refresher for Returning Coders

Python Refresher for Returning Coders

Catch up on modern Python quickly if you coded years ago or come from another language.All levelsPython for AI4.0(3)44 lessonsSampleEfua Mensah$4 Reliable Document Summarisation Pipelines

Reliable Document Summarisation Pipelines

Build summarisation that handles long documents, keeps facts straight and can be checked against the source.IntermediateBuilding with LLM APIs4.3(3)44 lessonsSampleGreta Lindqvist$7 Tests First with a Coding Assistant

Tests First with a Coding Assistant

Write the tests yourself, let the assistant make them pass, and keep the specification in your handsIntermediateAI coding assistants4.5(2)44 lessonsSampleIlse Vermeulen$8 Customer Support Agents That Know Their Limits

Customer Support Agents That Know Their Limits

Design a support agent that answers well, admits uncertainty and hands off to people at the right momentIntermediateAI agents4.7(3)43 lessonsSampleJamal Haddad$8 Agent Cost and Latency Control

Agent Cost and Latency Control

Find where your agent spends money and time, then cut both without losing qualityIntermediateAI agents4.0(3)43 lessonsSampleHiroshi Tanabe$8 Streaming Responses to Your Interface

Streaming Responses to Your Interface

Stream model output token by token from the API through your backend to the browser, errors included.IntermediateBuilding with LLM APIs4.5(2)43 lessonsSampleGabriela Sousa$6 LLM APIs Explained for Product Teams

LLM APIs Explained for Product Teams

Understand what your engineers mean by tokens, context, latency and rate limits, and ask better questions.All levelsBuilding with LLM APIs4.7(3)43 lessonsSampleGabriela Sousa$4