Generative AI for cloud solutions

• Verfasst von: Singh, R. P. [VerfasserIn]
• Verfasst von: Karuparti, Anurag [VerfasserIn]
• Titel: Generative AI for cloud solutions
• Titelzusatz: architect modern AI LLMs in secure, scalable, and ethical cloud environments
• Mitwirkende: Maeda, John [MitwirkendeR]
• Verf.angabe: Paul Singh, Anurag Karuparti
• Ausgabe: 1st edition.
• Verlagsort: Birmingham, UK
• Verlag: Packt Publishing Ltd.
• Jahr: 2024
• Umfang: 1 online resource (300 pages)
• Illustrationen: illustrations
• Fussnoten: Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on May 22, 2024)
• ISBN: 978-1-83508-016-0
• ISBN: 1-83508-016-2
• ISBN: 978-1-83508-478-6
• Datenträger: Online-Ressource
• Sprache: eng
• Bibliogr. Hinweis: Erscheint auch als : Druck-Ausgabe
• Sach-SW: Intelligence artificielle
• Sach-SW: artificial intelligence
• K10plus-PPN: 1890484849
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext
• Lokale URL UB: Bibliothek der Medizinischen Fakultät Mannheim der Universität Heidelberg
• Bibliothek/Idn: UW / m4533719120
• Lokale URL Inst.: Zum Volltext

Abstract

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.