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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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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 Information Theory and Cross Entropy

Information Theory and Cross Entropy

Understand entropy, cross entropy, KL divergence and perplexity from first principlesAdvancedMath for AINewKenta Arai$11 Browser and Computer Use Agents

Browser and Computer Use Agents

Understand agents that click, type and navigate screens, where they help and where they still struggleAdvancedAI agentsNewJamal Haddad$11 Multi Agent Systems: When They Pay Off

Multi Agent Systems: When They Pay Off

Judge when splitting work across several agents helps, and when it only multiplies cost and confusionAdvancedAI agentsNewHiroshi Tanabe$12 Self supervised and contrastive learning

Self supervised and contrastive learning

Learn how models build useful representations from unlabelled data, and how to test themAdvancedComputer visionNewMateo Rojas$11 AI in Scientific Writing and Peer Review

AI in Scientific Writing and Peer Review

Use AI responsibly when writing papers and grants, and understand the strict rules for peer reviewAdvancedAI for professionalsNewXavier Lindgren$11 Evaluating AI Learning Tools Before You Buy

Evaluating AI Learning Tools Before You Buy

Judge AI edtech on evidence, safety, data, accessibility and real classroom fit before you commitAdvancedAI for educationNewValentin Moreau$10 English Writing Support for Non Native Speakers

English Writing Support for Non Native Speakers

Use AI to write clearer English while learning from your mistakes and keeping your own meaning.All levelsAI for writingNewDhruv Mehta$5 Refactoring Legacy Code with AI Help

Refactoring Legacy Code with AI Help

Change old, untested code safely by pinning behaviour first and refactoring in small, reversible stepsAdvancedAI coding assistantsNewIlse Vermeulen$12 AI Dubbing and Translation for Video

AI Dubbing and Translation for Video

Build a dubbing pipeline: transcript, translation, voice, timing, mix and native reviewAdvancedAudio and voice AINewPavel Novak$9 Numerical Stability: Softmax and Log-Sum-Exp

Numerical Stability: Softmax and Log-Sum-Exp

Stop overflows, underflows and NaNs by computing ML formulas the stable wayAdvancedMath for AINewLeandro Ferraz$10 Monitoring an AI Feature After Launch

Monitoring an AI Feature After Launch

Know within days, not months, when your AI feature starts getting worse, slower or costlierAdvancedAI for product and operationsNewSanjana Rao$13