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pdf | 11.99 MB | English| Isbn: 9798868804731 | Author: Sanjeev Pulapaka, Srinath Godavarthi, Sherry Ding | Year: 2024
Description :
This is your guide book to Generative AI (GenAI) and its application in addressing real-world challenges within the public sector. The book addresses a range of topics from GenAI concepts and strategy to public sector use cases, architecture patterns, and implementation best practices. With a general background in technology and the public sector, you will be able to understand the concepts in this book.
The book will help you develop a deeper understanding of GenAI and learn how GenAI differs from traditional AI. You will explore best practices such as prompt engineering, and fine-tuning, and architectural patterns such as Retrieval Augmented Generation (RAG). And you will discover specific nuances, considerations, and strategies for implementation in a public sector organization.
You will understand how to apply these concepts in a public sector setting and address industry-specific challenges and problems by studying a variety of use cases included in the book in the areas of content generation, chatbots, summarization, and program management.
What You Will Learn
[*]GenAI concepts and how GenAI differs from traditional AI/ML
[*]Prompt engineering, fine-tuning, RAG, and customizing foundation models
[*]Strategy, methodologies, and frameworks for the public sector
[*]Public sector use cases in the areas of content generation, summarization, and chatbots, plus program management, analytics, business intelligence, and reporting
[*]Architecture and design patterns
[*]Implementation, operations, and maintenance of GenAI applications
Who This Book Is For
Technology and business leaders in the public sector who are new to AI/ML and are keen on exploring and harnessing the potential of Generative AI in their respective organizations.
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