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Generative AI for Cloud Solutions
Generative AI for Cloud Solutions

Generative AI for Cloud Solutions: Architect modern AI LLMs in secure, scalable, and ethical cloud environments

By Anurag Karuparti , Paul Singh
$35.99 $24.99
Book Apr 2024 300 pages 1st Edition
eBook
$35.99 $24.99
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eBook
$35.99 $24.99
Print
$44.99 $32.99
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Free Trial
Renews at $15.99p/m

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Table of content icon View table of contents Preview book icon Preview Book

Generative AI for Cloud Solutions

Part 1:Integrating Cloud Power with Language Breakthroughs

This part introduces Generative AI through the lens of Large Language Models (LLMs), highlighting the substantial impetus this domain has received from advancements in cloud computing. The progressive evolution of Natural Language Processing (NLP) culminated in the development of the Transformer architecture, a pivotal foundation for LLMs. We will detail its innovative mechanisms and core principles. Additionally, we will also explore the journey of turning visionary AI ideas into tangible realities.

This part contains the following chapters:

  • Chapter 1, Cloud Computing Meets Generative AI: Bridging Infinite Impossibilities
  • Chapter 2, NLP Evolution and Transformers: Exploring NLPs and LLMs
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Key benefits

  • Gain foundational GenAI knowledge and understand how to scale GenAI/ChatGPT in the cloud
  • Understand advanced techniques for customizing LLMs for organizations via fine-tuning, prompt engineering, and responsible AI
  • Peek into the future to explore emerging trends like multimodal AI and autonomous agents
  • Purchase of the print or Kindle book includes a free PDF eBook

Description

Generative artificial intelligence technologies and services, including ChatGPT, are transforming our work, life, and communication landscapes. To thrive in this new era, harnessing the full potential of these technologies is crucial. Generative AI for Cloud Solutions is a comprehensive guide to understanding and using Generative AI within cloud platforms. This book covers the basics of cloud computing and Generative AI/ChatGPT, addressing scaling strategies and security concerns. With its help, you’ll be able to apply responsible AI practices and other methods such as fine-tuning, RAG, autonomous agents, LLMOps, and Assistants APIs. As you progress, you’ll learn how to design and implement secure and scalable ChatGPT solutions on the cloud, while also gaining insights into the foundations of building conversational AI, such as chatbots. This process will help you customize your AI applications to suit your specific requirements. By the end of this book, you’ll have gained a solid understanding of the capabilities of Generative AI and cloud computing, empowering you to develop efficient and ethical AI solutions for a variety of applications and services.

What you will learn

  • Get started with the essentials of generative AI, LLMs, and ChatGPT, and understand how they function together
  • Understand how we started applying NLP to concepts like transformers
  • Grasp the process of fine-tuning and developing apps based on RAG
  • Explore effective prompt engineering strategies
  • Acquire insights into the app development frameworks and lifecycles of LLMs, including important aspects of LLMOps, autonomous agents, and Assistants APIs
  • Discover how to scale and secure GenAI systems, while understanding the principles of responsible AI

Product Details

Country selected

Publication date : Apr 22, 2024
Length 300 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781835084786
Category :
Concepts :

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon AI Assistant (beta) to help accelerate your learning
Product feature icon Access this title in our online reader with advanced features
Product feature icon DRM FREE - Read whenever, wherever and however you want

Product Details


Publication date : Apr 22, 2024
Length 300 pages
Edition : 1st Edition
Language : English
ISBN-13 : 9781835084786
Category :
Concepts :

Table of Contents

18 Chapters
Preface Chevron down icon Chevron up icon
1. Part 1:Integrating Cloud Power with Language Breakthroughs Chevron down icon Chevron up icon
2. Chapter 1: Cloud Computing Meets Generative AI: Bridging Infinite Impossibilities Chevron down icon Chevron up icon
3. Chapter 2: NLP Evolution and Transformers: Exploring NLPs and LLMs Chevron down icon Chevron up icon
4. Part 2: Techniques for Tailoring LLMs Chevron down icon Chevron up icon
5. Chapter 3: Fine-Tuning – Building Domain-Specific LLM Applications Chevron down icon Chevron up icon
6. Chapter 4: RAGs to Riches: Elevating AI with External Data Chevron down icon Chevron up icon
7. Chapter 5: Effective Prompt Engineering Techniques: Unlocking Wisdom Through AI Chevron down icon Chevron up icon
8. Part 3: Developing, Operationalizing, and Scaling Generative AI Applications Chevron down icon Chevron up icon
9. Chapter 6: Developing and Operationalizing LLM-based Apps: Exploring Dev Frameworks and LLMOps Chevron down icon Chevron up icon
10. Chapter 7: Deploying ChatGPT in the Cloud: Architecture Design and Scaling Strategies Chevron down icon Chevron up icon
11. Part 4: Building Safe and Secure AI – Security and Ethical Considerations Chevron down icon Chevron up icon
12. Chapter 8: Security and Privacy Considerations for Gen AI – Building Safe and Secure LLMs Chevron down icon Chevron up icon
13. Chapter 9: Responsible Development of AI Solutions: Building with Integrity and Care Chevron down icon Chevron up icon
14. Part 5: Generative AI – What’s Next? Chevron down icon Chevron up icon
15. Chapter 10: The Future of Generative AI – Trends and Emerging Use Cases Chevron down icon Chevron up icon
16. Index Chevron down icon Chevron up icon
17. Other Books You May Enjoy Chevron down icon Chevron up icon

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