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Foundations 89
All Foundations89AI basics25How language models work23AI safety and ethics49
Everyday AI 91
All Everyday AI91Prompting20ChatGPT and Claude at work25AI for writing29AI for research and study33
Building with AI 162
All Building with AI162Python for AI21Building with LLM APIs30RAG and search21Evaluation and testing21AI agents31AI automation25AI coding assistants30
Machine learning 149
All Machine learning149Machine learning35Data science and statistics30Math for AI23Deep learning28NLP14Computer vision14Fine tuning and training12MLOps and deployment18
Creative AI 77
All Creative AI77Image and video AI58Audio and voice AI12AI for design33
AI at work 145
All AI at work145AI for business34AI for marketing and sales23AI for product and operations28AI for education28AI for professionals29AI careers18
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Training versus inference, clearly

Training versus inference, clearly

Learn what happens when a model is trained, what happens when you use it, and why it mattersIntermediateHow language models work4.5(2)46 lessonsSampleBastian Weber$5Summarisation systems and their failure modes

Summarisation systems and their failure modes

Build and judge summaries that stay faithful to the source, from short notes to long reportsAll levelsNLP4.7(3)46 lessonsSampleMateo Rojas$6Deploying an open weights model

Deploying an open weights model

Choose, size, secure and run an open weights model in production, and compare its real costIntermediateMLOps and deployment4.7(3)46 lessonsSampleMagnus Eriksen$9Code Review Workflows for Teams Using AI

Code Review Workflows for Teams Using AI

Adapt your team's code review to a world of larger, faster, AI assisted pull requestsIntermediateAI coding assistants4.5(2)46 lessonsSampleIlse Vermeulen$8Sycophancy: when AI tells you what you want to hear

Sycophancy: when AI tells you what you want to hear

Recognise flattering, agreeable AI answers and learn ways of asking that get honest feedbackIntermediateAI safety and ethics4.7(3)46 lessonsSampleBao Tran$5Wireframes to Mockups with AI Help

Wireframes to Mockups with AI Help

Move from rough wireframes to polished mockups faster while keeping usability and accessibilityIntermediateAI for design4.3(3)46 lessonsSampleOdile Laurent$7Reading Research Papers With an AI Assistant

Reading Research Papers With an AI Assistant

Understand dense papers faster by using AI to explain methods and jargon while you check the text.IntermediateAI for research and study4.5(2)45 lessonsSampleDelphine Moreau$7Dimensionality Reduction in Practice

Dimensionality Reduction in Practice

Use PCA, t-SNE and UMAP well, and avoid reading too much into pretty plotsIntermediateMachine learning4.3(3)45 lessonsSampleKatarzyna Wolska$7Clear Instructions and How-To Guides With AI

Clear Instructions and How-To Guides With AI

Write step by step guides people can follow first time, using AI to draft and you to test.All levelsAI for writing4.5(2)45 lessonsSampleCora Lindqvist$5Becoming an LLM Application Engineer

Becoming an LLM Application Engineer

Learn what LLM application engineers do and build the skills and evidence to move into the roleIntermediateAI careers4.7(3)45 lessonsSampleYohannes Tesfaye$8Hypothesis Tests and P Values Done Right

Hypothesis Tests and P Values Done Right

Run tests, read p values correctly and report effects that actually matterIntermediateData science and statistics4.7(3)45 lessonsSampleLina Khoury$7Support Vector Machines Explained

Support Vector Machines Explained

See margins, support vectors and kernels clearly, then tune C and gamma with confidenceIntermediateMachine learning4.5(2)45 lessonsSampleKavya Raman$7