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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

Image segmentation: semantic, instance, panoptic

Image segmentation: semantic, instance, panoptic

Label every pixel correctly: understand the three kinds of segmentation, their models and metricsIntermediateComputer vision4.3(3)40 lessonsSampleNoor Siddiqui$8 Email With an AI Assistant: Drafts, Replies, Triage

Email With an AI Assistant: Drafts, Replies, Triage

Write clearer emails faster, reply to tricky threads calmly, and sort a busy inbox without losing control.BeginnerChatGPT and Claude at work4.7(3)40 lessonsSampleChloe Adeyemi$4 Eigenvalues, Eigenvectors and PCA

Eigenvalues, Eigenvectors and PCA

Derive principal component analysis from eigenvectors and use it with full understandingAdvancedMachine learning4.7(3)39 lessonsSampleKatarzyna Wolska$11 AI Music Videos: Planning to Final Cut

AI Music Videos: Planning to Final Cut

Turn a song into a planned, beat timed music video using AI footage and editingAll levelsImage and video AI4.5(2)39 lessonsSampleRuth Okafor$6 Interpretability: looking inside neural networks

Interpretability: looking inside neural networks

Learn how researchers try to understand what happens inside models, and what we still cannot seeAdvancedAI safety and ethics4.5(2)39 lessonsSampleBao Tran$12 Preparing a fine tuning dataset

Preparing a fine tuning dataset

Build a clean, consistent, legally sound dataset that teaches a model exactly what you intendBeginnerFine tuning and training4.7(3)39 lessonsSampleNeha Varadan$5 Messages, Roles and Conversation State

Messages, Roles and Conversation State

Understand system, user and assistant messages and store conversations correctly in your own app.BeginnerBuilding with LLM APIs4.5(2)39 lessonsSampleGabriela Sousa$4 System Prompts and Custom Instructions

System Prompts and Custom Instructions

Write standing instructions that shape every reply, and test them so they hold up in real use.IntermediateChatGPT and Claude at work4.5(2)39 lessonsSampleDarius Feld$7 Classifying Text with an LLM API

Classifying Text with an LLM API

Sort tickets, reviews or messages into categories with a model, and measure how accurate it really is.BeginnerBuilding with LLM APIs4.5(2)39 lessonsSampleGreta Lindqvist$4 AI for HR Policies and Employee Communications

AI for HR Policies and Employee Communications

Draft clear HR policies, FAQs and announcements with AI while handling sensitive matters with careBeginnerAI for professionals4.5(2)38 lessonsSampleYasmin Farouk$5 Your First Ten Prompts: A Gentle Start

Your First Ten Prompts: A Gentle Start

Try ten everyday kinds of request with a patient guide, and learn what to trust and what to check.BeginnerPrompting4.7(3)38 lessonsSampleChiara BelliniFree Functions, Modules and Tidy Scripts

Functions, Modules and Tidy Scripts

Turn one long copy and paste script into small functions and modules you can reuse and trust.BeginnerPython for AI4.5(2)38 lessonsSampleEfua Mensah$3