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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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AI Risk and Compliance in Broad Terms

AI Risk and Compliance in Broad Terms

Map the main risks of business AI use and know which questions to take to your legal and compliance teamAll levelsAI for business4.0(3)66 lessonsSampleTariq Haddad$6 Context windows and why chats forget

Context windows and why chats forget

Understand a model's working memory and how to keep long conversations on trackBeginnerHow language models work4.7(3)66 lessonsSampleBastian Weber$4 Podcast Production with AI Tools

Podcast Production with AI Tools

Record, clean, edit and publish a podcast faster, with AI handling the tedious partsBeginnerAudio and voice AI4.5(4)66 lessonsSamplePavel Novak$5 Set Up Python for AI Work

Set Up Python for AI Work

Get a clean, repeatable Python setup on your own machine, with no mystery errors about missing packages.BeginnerPython for AI4.7(3)66 lessonsSampleEfua MensahFree RAG Explained for Non Engineers

RAG Explained for Non Engineers

Understand how AI assistants answer from company documents, what can go wrong and what to ask your team.All levelsRAG and search4.7(3)66 lessonsSampleEmeka NwosuFree Your First LLM API Request

Your First LLM API Request

Send your first request to a language model API from code, read the reply and understand every field.BeginnerBuilding with LLM APIs4.7(3)66 lessonsSampleGabriela SousaFree Command Line Basics with an AI Helper

Command Line Basics with an AI Helper

Get comfortable in the terminal by learning core commands, with an assistant explaining every oneBeginnerAI coding assistants4.7(3)66 lessonsSampleJoanna Kowalczyk$3 Automation for Operations Teams

Automation for Operations Teams

Build a shared, well governed set of automations across an operations team instead of scattered one offsAll levelsAI automation4.3(3)65 lessonsSampleHamza Qureshi$6 Fact Checking AI Output Before It Leaves Your Desk

Fact Checking AI Output Before It Leaves Your Desk

A practical routine for checking names, numbers, quotes and claims in AI assisted work before you send it.All levelsAI for research and study4.7(3)65 lessonsSampleChloe Adeyemi$5 Planning the cost of a training run

Planning the cost of a training run

Estimate compute, time, memory and budget for a training or fine tuning run before you spendAll levelsFine tuning and training4.3(3)65 lessonsSampleMagnus Eriksen$7 Survey Data: Design to Analysis

Survey Data: Design to Analysis

Write better questions, weight responses sensibly and report survey results honestlyAll levelsData science and statistics3.7(3)65 lessonsSampleLina Khoury$6 Understanding an Unfamiliar Codebase with AI

Understanding an Unfamiliar Codebase with AI

Get oriented in a new codebase quickly by asking good questions and checking the answers in the codeBeginnerAI coding assistants4.3(3)65 lessonsSampleIlse Vermeulen$5