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AI & Data Literacy

You're reading from   AI & Data Literacy Empowering Citizens of Data Science

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Product type Paperback
Published in Jul 2023
Publisher
ISBN-13 9781835083505
Length 238 pages
Edition 1st Edition
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Author (1):
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Bill Schmarzo Bill Schmarzo
Author Profile Icon Bill Schmarzo
Bill Schmarzo
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Table of Contents (14) Chapters Close

Preface 1. Why AI and Data Literacy? FREE CHAPTER 2. Data and Privacy Awareness 3. Analytics Literacy 4. Understanding How AI Works 5. Making Informed Decisions 6. Prediction and Statistics 7. Value Engineering Competency 8. Ethics of AI Adoption 9. Cultural Empowerment 10. ChatGPT Changes Everything 11. Glossary 12. Other Books You May Enjoy
13. Index

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Role of LLMs

A LLM is an artificial intelligence algorithm that can learn language patterns and relationships between words and phrases in textual data. It uses those patterns and relationships to predict a given context's next word or phrase.LLMs, such as GPT-3, are the backbone of intelligent AI chatbots like ChatGPT. Key aspects and concerns of an LLM include:

  • Training data: LLMs are trained on vast amounts of text data, such as digital books, articles, and web pages. The LLM uses this data to learn patterns in language (word and position of words in sentences, paragraphs, and articles) and develop the ability to understand and generate human-like text.
  • Natural Language Process: These intelligent AI chatbots leverage a NLP system to understand and generate human-like language
  • Applications: LLMs have a wide range of applications, including language translation, content generation, text summarization, language generation, answering questions, and more.
  • Architecture: LLMs...
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