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