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Database Design and Modeling with Google Cloud

You're reading from   Database Design and Modeling with Google Cloud Learn database design and development to take your data to applications, analytics, and AI

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Product type Paperback
Published in Dec 2023
Publisher Packt
ISBN-13 9781804611456
Length 234 pages
Edition 1st Edition
Concepts
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Author (1):
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Abirami Sukumaran Abirami Sukumaran
Author Profile Icon Abirami Sukumaran
Abirami Sukumaran
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Table of Contents (18) Chapters Close

Preface 1. Part 1:Database Model: Business and Technical Design Considerations
2. Chapter 1: Data, Databases, and Design FREE CHAPTER 3. Chapter 2: Handling Data on the Cloud 4. Part 2:Structured Data
5. Chapter 3: Database Modeling for Structured Data 6. Chapter 4: Setting Up a Fully Managed RDBMS 7. Chapter 5: Designing an Analytical Data Warehouse 8. Part 3:Semi-Structured, Unstructured Data, and NoSQL Design
9. Chapter 6: Designing for Semi-Structured Data 10. Chapter 7: Unstructured Data Management 11. Part 4:DevOps and Databases
12. Chapter 8: DevOps and Databases 13. Part 5:Data to AI
14. Chapter 9: Data to AI – Modeling Your Databases for Analytics and ML 15. Chapter 10: Looking Ahead – Designing for LLM Applications 16. Index 17. Other Books You May Enjoy

Looking Ahead – Designing for LLM Applications

Imagine a digital solution that can comprehend, generate, and manipulate human language with great fluency and accuracy that has expanded the world of natural language processing (NLP) and artificial intelligence (AI): enter large language models (LLMs), where algorithms have evolved to transform the way we interact with systems utilizing the power of language.

So, what are these LLMs? An LLM is a type of AI model that can generate text, translate from and to languages, create different formats of content, and answer your questions informatively. It is trained on a massive amount of data, and it can learn the statistical relationships between words and phrases. This allows it to generate text that is similar to the text it was trained on. LLMs are still under development, but they have the potential to revolutionize the way we interact with computers.

In this final chapter, we will set the stage for data modeling for LLM applications...

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