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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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New Roles and Responsibilities Around AI

New Roles and Responsibilities Around AI

Decide who owns what when AI enters your organisation, from sponsor to reviewerAll levelsAI for businessNewSaoirse Kelly$6 Assessment Design and Integrity in the AI Era

Assessment Design and Integrity in the AI Era

Redesign tasks and integrity rules so you assess pupils' thinking, not a chatbot's outputIntermediateAI for educationNewUma Raghavan$7 Interpreters: AI for Preparation and Terminology

Interpreters: AI for Preparation and Terminology

Prepare faster for assignments with AI glossaries and briefings, while keeping confidentiality intactIntermediateAI for professionalsNewZoltan Varga$7 Designing an AI Pilot With a Clear Verdict

Designing an AI Pilot With a Clear Verdict

Plan a short AI pilot that ends with a decision, not a vague sense that it went fineIntermediateAI for businessNewSofia Brandt$7 Medical imaging AI: how it is built and checked

Medical imaging AI: how it is built and checked

Understand how imaging models are trained, validated and overseen, for education onlyAll levelsComputer visionNewMalik Brennan$8 Project Instruction Files for Coding Agents

Project Instruction Files for Coding Agents

Write the instruction file that tells every coding agent session how your project is built, tested and styledIntermediateAI coding assistantsNewJude Mensah$7 Attention without the maths

Attention without the maths

Understand how transformers let each word look at the others, explained with pictures and storiesIntermediateHow language models workNewBastian Weber$5 Designing AI Features Users Can Trust

Designing AI Features Users Can Trust

Design AI experiences that set expectations, show sources and make mistakes easy to fixAll levelsAI for product and operationsNewSanjana Rao$7 Handling Large Data Files in Python

Handling Large Data Files in Python

Work with datasets bigger than memory using chunks, smart dtypes, columnar formats and streaming.IntermediatePython for AINewFelix Brandt$7 Licensing and Privacy Questions for AI Assisted Code

Licensing and Privacy Questions for AI Assisted Code

Understand the open questions about licences, ownership and code privacy so you can ask the right peopleAll levelsAI coding assistantsNewJoanna Kowalczyk$6 CI and testing for ML projects

CI and testing for ML projects

Add fast automated checks that catch broken data, code and models before they reach usersIntermediateEvaluation and testingNewMalik Brennan$8 Personal Statements with AI, Honestly

Personal Statements with AI, Honestly

Find your story and write a personal statement that sounds like you, using AI only where it is fairIntermediateAI for educationNewWanjiru Kamau$5