Generative AI Concepts, Tools, Applications, and the Future: A Practical Guide to Understanding Using

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Bol The term generative AI refers to a family of artificial intelligence systems that learn patterns from large collections of data and use those patterns to produce new content. The generated content may be text, images, audio, video, software code, structured data, or a combination of modalities. Modern systems are often built on large neural networks and foundation models that can be adapted to many tasks. Instead of programming a separate rule for every possible request, developers train a model on broad data and then guide its behavior using prompts, examples, tools, retrieval systems, fine-tuning, and safety controls.

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The term generative AI refers to a family of artificial intelligence systems that learn patterns from large collections of data and use those patterns to produce new content. The generated content may be text, images, audio, video, software code, structured data, or a combination of modalities. Modern systems are often built on large neural networks and foundation models that can be adapted to many tasks. Instead of programming a separate rule for every possible request, developers train a model on broad data and then guide its behavior using prompts, examples, tools, retrieval systems, fine-tuning, and safety controls.


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Merk LAP LAMBERT Academic Publishing
EAN
  • 9786630222883
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