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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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Designing Tools an Agent Can Actually Use

Designing Tools an Agent Can Actually Use

Write tool names, descriptions, inputs and error messages that make agents choose and call tools correctlyIntermediateAI agents4.7(3)52 lessonsSampleHiroshi Tanabe$7 Differentiation and Scaffolding with AI

Differentiation and Scaffolding with AI

Make one lesson reachable for every pupil without lowering the goal for anyoneIntermediateAI for education4.5(2)52 lessonsSampleUma Raghavan$6 Cost and Latency Budgets for LLM Features

Cost and Latency Budgets for LLM Features

Set cost and speed targets for an LLM feature, measure them honestly and trade them against quality.All levelsBuilding with LLM APIs4.5(2)52 lessonsSampleFarid Haddad$8 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 Language Learning With an AI Conversation Partner

Language Learning With an AI Conversation Partner

Practise speaking and writing a new language at your level, with corrections that teach you something.All levelsAI for research and study4.3(3)51 lessonsSampleChidi Nwosu$5 Sequencing an AI Roadmap Over a Year

Sequencing an AI Roadmap Over a Year

Order AI projects so early ones build the skills, data and trust that later ones needAll levelsAI for business4.3(3)51 lessonsSampleSofia Brandt$6 Incident response for ML systems

Incident response for ML systems

Detect, contain and learn from ML failures, from silent quality drops to harmful outputsAll levelsMLOps and deployment4.7(3)51 lessonsSampleMalik Brennan$7 Summaries You Can Trust

Summaries You Can Trust

Learn how AI summaries go wrong and how to check one in a few minutes before you rely on it.IntermediateAI for research and study4.0(3)51 lessonsSampleChloe Adeyemi$6 GANs: generator versus discriminator

GANs: generator versus discriminator

Understand how adversarial training works, why it is unstable and where GANs still make senseIntermediateDeep learning4.0(3)50 lessonsSampleMateo Rojas$8 Fairness Checks for ML Models

Fairness Checks for ML Models

Measure how a model treats different groups and understand the trade offs between fairness metricsIntermediateMachine learning4.7(3)50 lessonsSampleKojo Amankwah$7 AI Practice and Quizzes for Corporate Trainers

AI Practice and Quizzes for Corporate Trainers

Create scenario questions, practice drills and spaced follow ups that help training stick on the jobIntermediateAI for education4.5(2)50 lessonsSampleValentin Moreau$6 Game Concept Art with AI

Game Concept Art with AI

Explore characters, environments and props for games while knowing what production needsIntermediateAI for design4.3(3)50 lessonsSamplePilar Restrepo$7