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What is generative AI? A plain-English guide
Generative AI creates new text, images, code and audio. Here is how it works, what it is good at, where it fails, and how to start learning it.
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AI vs machine learning vs deep learning: what's the difference?
AI, machine learning and deep learning are often used interchangeably, but they are nested ideas. A simple explanation with everyday examples.
Read storyHow to choose an AI or machine learning programme: 7 questions to ask
Not all AI courses are equal. Seven questions to ask about curriculum, projects, faculty, recognition and support before you enrol in any programme.
Read storyPython for machine learning: where beginners should start
Python is the language of machine learning. A step-by-step learning path for complete beginners, from first lines of code to a first trained model.
Read storyRetrieval-augmented generation (RAG) explained
RAG lets AI assistants answer from your own documents instead of guessing. How it works, why companies use it and what it takes to build one.
Read storyResponsible AI: why ethics matters for every ML engineer
Fairness, privacy, transparency and safety are engineering requirements, not extras. The core principles of responsible AI and how to apply them.
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