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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

What are ChatGPT and GenAI?

GenAI is an AI system that relies on unsupervised or semi-supervised learning algorithms to create new and original digital content (e.g., articles, program code, poetry, photographs, artwork, and music) by learning from existing data or content.

ChatGPT (GPT stands for Generative Pre-trained Transformer) is a GenAI chatbot launched by OpenAI in November 2022. It is built on OpenAI’s GPT family of LLMs and fine-tuned with supervised and reinforcement learning techniques.

ChatGPT uses supervised learning to train its LLM. The supervised learning model uses the labeled data gleaned from websites and digital books to identify statistical language patterns buried in the massive data sets to train an LLM. The LLM then leverages these statistical language patterns and Natural Language Processing (NLP) to generate human-like responses.

ChatGPT also uses Reinforcement Learning from Human Feedback (RLHF) to continue to refine and enhance the relevance...

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