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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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A Repeatable Image Workflow for Small Teams

A Repeatable Image Workflow for Small Teams

Set up shared prompts, reviews and records so a team produces images reliablyAll levelsAI for design4.5(2)31 lessonsSampleOriana Velasco$5 Projects and Memory: Organising Ongoing AI Work

Projects and Memory: Organising Ongoing AI Work

Use project spaces and memory features to keep context across weeks, without stale or leaking information.IntermediateChatGPT and Claude at work4.5(2)30 lessonsSampleChloe Adeyemi$6 Writing System Prompts for Agents

Writing System Prompts for Agents

Write agent instructions that define role, tools, limits and done, and hold up across thousands of runsIntermediateAI agents4.5(2)29 lessonsSampleJamal Haddad$7 The energy and water cost of AI

The energy and water cost of AI

Understand what is known and unknown about AI's electricity, water and carbon footprintAll levelsAI safety and ethics4.5(2)29 lessonsSampleBenedict Asante$4 Prompt Caching for Lower Cost and Latency

Prompt Caching for Lower Cost and Latency

Structure prompts so repeated prefixes are cached, then measure the savings in cost and response time.IntermediateBuilding with LLM APIs4.5(2)28 lessonsSampleFarid Haddad$7 Prompt Debugging: Fixing a Bad Answer

Prompt Debugging: Fixing a Bad Answer

Diagnose why an AI answer went wrong and apply the right fix instead of rephrasing at random.All levelsPrompting4.5(2)28 lessonsSampleChiara Bellini$5 User Research Synthesis for Designers

User Research Synthesis for Designers

Turn interviews and test notes into evidence backed insights, with AI as a careful helperIntermediateAI for design4.5(2)24 lessonsSampleOdile Laurent$6 Citations and Grounded Answers

Citations and Grounded Answers

Make RAG answers cite the right sources and check that every claim is actually supported by them.IntermediateRAG and search4.5(2)23 lessonsSampleFumiko Arai$7 Creative Briefs for AI Production

Creative Briefs for AI Production

Write briefs that give people and AI tools exactly what they need to make the right thingIntermediateAI for design4.5(2)22 lessonsSampleRen Takahashi$6 Planning and Task Decomposition for Agents

Planning and Task Decomposition for Agents

Teach agents to break big goals into checkable steps, revise the plan and know when they are doneIntermediateAI agents4.5(2)22 lessonsSampleHiroshi Tanabe$7 Build a Chat Backend That Holds Up

Build a Chat Backend That Holds Up

Design and build a chat backend with auth, storage, streaming, quotas and cost tracking that survives real use.IntermediateBuilding with LLM APIs4.5(2)18 lessonsSampleGabriela Sousa$8 AI for business decisions

AI for business decisions

Decide where AI is worth it, run a pilot, and measure the result.All levelsAI for businessNewLena Fischer$8