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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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GPUs and AI hardware for beginners

GPUs and AI hardware for beginners

Understand what GPUs do for AI and estimate whether a model will fit on your hardwareBeginnerMLOps and deployment4.7(3)55 lessonsSampleMagnus EriksenFree Reading Maths Notation in AI Papers

Reading Maths Notation in AI Papers

Translate the symbols in machine learning papers into plain words and small examplesAll levelsMath for AI4.7(3)55 lessonsSampleKatarzyna Wolska$6 Helping Your Child with Homework in the AI Age

Helping Your Child with Homework in the AI Age

Support your child's homework with AI in ways that build their thinking and respect school rulesBeginnerAI basics4.7(3)55 lessonsSampleWanjiru KamauFree Flashcards and Self Testing With AI

Flashcards and Self Testing With AI

Make good flashcards and get quizzed by AI so you remember more with less rereading.BeginnerAI for research and study4.7(3)54 lessonsSampleChidi Nwosu$3 Metric Definitions That Hold Up

Metric Definitions That Hold Up

Define metrics precisely so every dashboard and team means the same thingAll levelsData science and statistics4.3(3)54 lessonsSampleLin Zhao$6 Speech to text pipelines

Speech to text pipelines

Turn recordings into accurate, timestamped transcripts and understand where speech recognition failsBeginnerAudio and voice AI4.7(3)54 lessonsSampleNadia Haddad$5 Running a One Person Business With AI

Running a One Person Business With AI

Set up simple AI routines for admin, clients and marketing when you are the whole teamAll levelsAI for business4.0(3)54 lessonsSampleTunde Adeyemi$5 Tokens: how models read text

Tokens: how models read text

See how text becomes tokens and why that explains odd model behaviour, limits and costsBeginnerHow language models work4.7(3)54 lessonsSampleBastian Weber$4 Cleaning Text with Python and Regex

Cleaning Text with Python and Regex

Clean and normalise messy text for AI pipelines with string methods, Unicode care and readable regex.BeginnerPython for AI4.7(3)54 lessonsSampleEfua Mensah$4 AI Starter Kit for Small Business Owners

AI Starter Kit for Small Business Owners

Use AI safely for the admin, writing and customer tasks that eat your eveningsBeginnerAI for business4.5(4)53 lessonsSampleTunde AdeyemiFree Loss functions: what your model is minimising

Loss functions: what your model is minimising

Understand MSE, cross entropy and friends well enough to choose, read and debug themBeginnerDeep learning4.0(3)53 lessonsSampleMira Okafor$5 AI Strategy Basics for Executives

AI Strategy Basics for Executives

A clear, hype free grounding in what AI means for your organisation and how to lead the first stepsBeginnerAI for business4.7(3)53 lessonsSampleSofia BrandtFree