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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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Building a Portfolio for AI and Data Roles

Building a Portfolio for AI and Data Roles

Build two or three deep projects that show real judgement, not another tutorial cloneIntermediateAI careers4.3(4)50 lessonsSampleYohannes Tesfaye$7 AI for Engineers: Documentation and Calculation Checks

AI for Engineers: Documentation and Calculation Checks

Use AI for reports, specifications, code and requirements while keeping calculations independently verifiedIntermediateAI for professionals4.7(3)50 lessonsSampleZoltan Varga$9 Picture Book Illustration with AI: Craft and Honesty

Picture Book Illustration with AI: Craft and Honesty

Plan a picture book's pages, characters and layout, with honest choices about AI's roleIntermediateAI for design4.3(4)50 lessonsSamplePilar Restrepo$7 Loss Functions and What They Reward

Loss Functions and What They Reward

Choose a loss that matches what you actually care about, and know what each one optimisesIntermediateMachine learning4.3(3)50 lessonsSampleLeandro Ferraz$7 Learning Maths With an AI Tutor Without Cheating Yourself

Learning Maths With an AI Tutor Without Cheating Yourself

Use AI for hints, explanations and practice in maths while you do the thinking and check every answer.All levelsAI for research and study4.7(3)49 lessonsSampleChidi Nwosu$5 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 Quantisation: smaller, faster models

Quantisation: smaller, faster models

Shrink models with lower precision numbers and measure exactly what quality you trade awayIntermediateFine tuning and training4.3(3)49 lessonsSampleMagnus Eriksen$9 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 Telling people when AI is involved

Telling people when AI is involved

Decide when and how to disclose AI use to customers, colleagues and the public, clearly and honestlyIntermediateAI safety and ethics4.3(3)49 lessonsSampleAlejandra Ruiz$5 Decision Memos and Option Comparisons With AI

Decision Memos and Option Comparisons With AI

Use AI to widen your options, test them fairly and write a clear decision memo you still own.IntermediateAI for writing4.3(3)48 lessonsSampleDiego Ramos Ortega$6 Image AI for Artists Worried About Their Craft

Image AI for Artists Worried About Their Craft

A calm, honest look at image AI for artists: facts, choices and protecting your workAll levelsAI for design4.7(3)47 lessonsSamplePilar RestrepoFree Short Stories With AI as a Creative Partner

Short Stories With AI as a Creative Partner

Use AI to brainstorm, question and test your stories while the voice and choices remain yours.IntermediateAI for writing4.3(3)47 lessonsSampleDhruv Mehta$6