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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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657 tutors

Spotting the AI you already use

Spotting the AI you already use

Find the hidden AI in your phone, inbox and streaming apps, and see how each one worksBeginnerAI basicsNewAmara OkaforFree Gradient Descent by Hand

Gradient Descent by Hand

Take gradient descent steps with a pencil and feel how learning rates make or break trainingBeginnerMath for AINewLeandro Ferraz$4 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 Large Changes with Coding Agents: Plan, Split, Verify

Large Changes with Coding Agents: Plan, Split, Verify

Use coding agents for migrations and cross cutting changes without losing control of a big codebaseAdvancedAI agentsNewJude Mensah$12 Hyperparameter Tuning on a Budget

Hyperparameter Tuning on a Budget

Search smarter, spend less compute and avoid overfitting your validation setAdvancedMachine learningNewLukas Brenner$11 Rolling Out Coding Assistants Across a Team

Rolling Out Coding Assistants Across a Team

Introduce coding assistants to a development team with clear policy, fair training and honest measurementAll levelsAI coding assistantsNewJoanna Kowalczyk$9 Distributions in the Wild

Distributions in the Wild

Recognise the common distributions in real data and know what each impliesBeginnerData science and statisticsNewLina Khoury$4 AI Imagery for Fashion Lookbooks

AI Imagery for Fashion Lookbooks

Plan and produce lookbook and campaign imagery that shows real garments accuratelyIntermediateImage and video AINewRohan Mehta$7 Planning a Nonfiction Book With AI

Planning a Nonfiction Book With AI

Shape a nonfiction book idea into a clear reader promise, chapter plan and research plan, with honest sources.AdvancedAI for writingNewDhruv Mehta$11 Evaluating Evidence: Spotting Weak Studies With AI Help

Evaluating Evidence: Spotting Weak Studies With AI Help

Judge research quality with structured appraisal questions, using AI to help but not to decide.AdvancedAI for research and studyNewDelphine Moreau$12