Ai In Action
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Generative Ai In Action
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Author : Amit Bahree
language : en
Publisher: Simon and Schuster
Release Date : 2024-11-26
Generative Ai In Action written by Amit Bahree and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-26 with Computers categories.
Generative AI can transform your business by streamlining the process of creating text, images, and code. This book will show you how to get in on the action! Generative AI in Action is the comprehensive and concrete guide to generative AI you’ve been searching for. It introduces both AI’s fundamental principles and its practical applications in an enterprise context—from generating text and images for product catalogs and marketing campaigns, to technical reporting, and even writing software. Inside, author Amit Bahree shares his experience leading Generative AI projects at Microsoft for nearly a decade, starting well before the current GPT revolution. Inside Generative AI in Action you will find: • A practical overview of of generative AI applications • Architectural patterns, integration guidance, and best practices for generative AI • The latest techniques like RAG, prompt engineering, and multi-modality • The challenges and risks of generative AI like hallucinations and jailbreaks • How to integrate generative AI into your business and IT strategy Generative AI in Action is full of real-world use cases for generative AI, showing you where and how to start integrating this powerful technology into your products and workflows. You’ll benefit from tried-and-tested implementation advice, as well as application architectures to deploy GenAI in production at enterprise scale. About the technology In controlled environments, deep learning systems routinely surpass humans in reading comprehension, image recognition, and language understanding. Large Language Models (LLMs) can deliver similar results in text and image generation and predictive reasoning. Outside the lab, though, generative AI can both impress and fail spectacularly. So how do you get the results you want? Keep reading! About the book Generative AI in Action presents concrete examples, insights, and techniques for using LLMs and other modern AI technologies successfully and safely. In it, you’ll find practical approaches for incorporating AI into marketing, software development, business report generation, data storytelling, and other typically-human tasks. You’ll explore the emerging patterns for GenAI apps, master best practices for prompt engineering, and learn how to address hallucination, high operating costs, the rapid pace of change and other common problems. What's inside • Best practices for deploying Generative AI apps • Production-quality RAG • Adapting GenAI models to your specific domain About the reader For enterprise architects, developers, and data scientists interested in upgrading their architectures with generative AI. About the author Amit Bahree is Principal Group Product Manager for the Azure AI engineering team at Microsoft. The technical editor on this book was Wee Hyong Tok. Table of Contents Part 1 1 Introduction to generative AI 2 Introduction to large language models 3 Working through an API: Generating text 4 From pixels to pictures: Generating images 5 What else can AI generate? Part 2 6 Guide to prompt engineering 7 Retrieval-augmented generation: The secret weapon 8 Chatting with your data 9 Tailoring models with model adaptation and fine-tuning Part 3 10 Application architecture for generative AI apps 11 Scaling up: Best practices for production deployment 12 Evaluations and benchmarks 13 Guide to ethical GenAI: Principles, practices, and pitfalls A The book’s GitHub repository B Responsible AI tools
Ai In Action
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Author : Artificial G Intelligence
language : en
Publisher: Independently Published
Release Date : 2023-01-29
Ai In Action written by Artificial G Intelligence and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-29 with categories.
Artificial Intelligence (AI) is a rapidly growing field that is transforming the way we live and work. This overview of AI covers key developments and applications, including machine learning, deep learning, computer vision, robotics, and natural language processing. The evolution of AI is traced from early concepts to modern applications, and the potential of AI to transform various industries is explored. The future of AI is also discussed, including the development of Artificial General Intelligence (AGI) and the challenges associated with creating AI that is capable of performing a wide range of tasks and functions similar to human intelligence. This overview of AI provides a comprehensive understanding of the field and its potential for shaping the future. This book is written by AI
Ai In Action
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Author : Ayush Barua
language : en
Publisher: Independently Published
Release Date : 2025-08-12
Ai In Action written by Ayush Barua and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-12 with categories.
"AI in Action: Exploring the Impact and Evolution of Intelligent Agents" takes readers on a journey through the rapidly evolving world of AI agents. From their fundamental technologies to real-world applications across industries like healthcare, customer service, manufacturing, and education, this book delves into the ways AI is transforming our lives. Explore the synergies between human creativity and machine efficiency, and discover how AI agents are enhancing productivity, fostering innovation, and solving complex problems. With insights into the challenges, risks, and ethical considerations surrounding AI, this book offers a balanced perspective on the future of intelligent agents.Whether you're a technologist, business leader, or curious reader, this comprehensive guide provides a clear, insightful look into the exciting and ever-changing landscape of AI agents. Embrace the future of human-machine collaboration and gain a deeper understanding of the intelligent agents that are shaping tomorrow.
Artificial Intelligence In Action
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Author : Ahmed Banafa
language : en
Publisher: CRC Press
Release Date : 2025-06-17
Artificial Intelligence In Action written by Ahmed Banafa and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-17 with Computers categories.
This comprehensive book dives deep into the current landscape of AI, exploring its fundamental principles, development challenges, potential risks, and the cutting-edge breakthroughs that are propelling it forward. Artificial intelligence (AI) is rapidly transforming industries and societies worldwide through groundbreaking innovations and real-world applications. Starting with the core concepts, the book examines the various types of AI systems, generative AI models, and the complexities of machine learning. It delves into the programming languages driving AI development, data pipelines, model creation and deployment processes, while shedding light on issues like AI hallucinations and the intricate path of machine unlearning. The book then showcases the remarkable real-world applications of AI across diverse domains. From preventing job displacement and promoting environmental sustainability, to enhancing disaster response, drone technology, and even nuclear energy innovation, it highlights how AI is tackling complex challenges and driving positive change. The book also explores the double-edged nature of AI, recognizing its tremendous potential while cautioning about the risks of misuse, unintended consequences, and the urgent need for responsible development practices. It examines the intersection of AI and fields like operating system design, warfare, and semiconductor technology, underscoring the wide-ranging implications of this transformative force. As the quest for artificial general intelligence (AGI) and superintelligent AI systems intensifies, the book delves into cutting-edge research, emerging trends, and the pursuit of multimodal, explainable, and causally aware AI systems. It explores the symbiotic relationship between AI and human creativity, the rise of user-friendly "casual AI," and the potential of AI to tackle open-ended tasks. This is an essential guide for understanding the profound impact of AI on our world today and its potential to shape our future. From the frontiers of innovation to the challenges of responsible development, this book offers a comprehensive and insightful exploration of the remarkable real-world applications and innovations driving the AI revolution.
Governing The Machine
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Author : Ray Eitel-Porter
language : en
Publisher: Bloomsbury Publishing
Release Date : 2025-10-23
Governing The Machine written by Ray Eitel-Porter and has been published by Bloomsbury Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-23 with Business & Economics categories.
'Responsible AI isn't just a technical challenge – it's a leadership imperative. This book offers essential guidance for anyone navigating the promise of deploying AI at scale. Read this book to understand how.' Reid Hoffman, co-founder of LinkedIn and bestselling author of Superagency: What Could Possibly Go Right with Our AI Future 'Grounded, up-to-date, thorough, actionable – you could read this book, or you could pay consultants gazillions of dollars to tell you something less useful.' Stuart Russell OBE, Professor of Computer Science, University of California, Berkeley Governing the Machine is the essential guide to harnessing the transformative potential of AI, while navigating and mitigating its inherent risks. Despite AI's power to innovate daily life and revolutionize organizations, public trust in AI is low. For companies to take full advantage of AI, it is vital that they adopt and communicate a responsible approach in order to build consumer, employee and investor confidence. Governing the Machine provides business leaders with a practical and flexible framework for building comprehensive and robust AI governance. It empowers organizations to reap the benefits, while ensuring that AI is trustworthy, sustainable and a source of opportunity and profit rather than liability and harm. Drawing on their vast experience advising leading global companies, the authors demystify: · The process of defining AI principles and policies · Recognizing and assessing risks · Approaches for developing safeguards · Selecting the right technical tools and training · Evolving global AI regulations, laws and policies, including the EU AI Act and those in the US, UK and other key regions Whether you're just beginning your AI journey or assessing your organization's approach, this book is your essential guide to seizing the opportunity – and avoiding the pitfalls – of AI systems.
Ai In Action
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Author : Simran Pathania
language : en
Publisher: Independently Published
Release Date : 2024-11-25
Ai In Action written by Simran Pathania and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-25 with Technology & Engineering categories.
In a world driven by rapid technological advancements, generative AI models are at the forefront of reshaping industries and redefining creativity. This groundbreaking book explores how these powerful tools are revolutionizing innovation across diverse fields-from art and design to healthcare, finance, and beyond. With real-world examples and practical insights, AI in Action delves into the transformative potential of AI, unraveling its capabilities in generating content, solving complex problems, and unlocking new opportunities for businesses and individuals alike. Whether you're an AI enthusiast, a business leader, or a curious learner, this book provides a clear and engaging roadmap to understanding how generative models are changing the way we think, work, and create. Discover the future of innovation with AI in Action!
Systems Software And Services Process Improvement
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Author : Murat Yilmaz
language : en
Publisher: Springer Nature
Release Date : 2023-08-29
Systems Software And Services Process Improvement written by Murat Yilmaz and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-29 with Business & Economics categories.
This two-volume set constitutes the refereed proceedings of the 30th European Conference on Systems, Software and Services Process Improvement, EuroSPI 2023, held in Grenoble, France, in August-September 2023. The 47 full papers presented were carefully reviewed and selected from 100 submissions. The papers are organized according to the following topical sections: SPI and emerging and multidisciplinary approaches to software engineering; digitalisation of industry, infrastructure and e-mobility; SPI and good/bad SPI practices in improvement; SPI and functional safety and cybersecurity; SPI and agile; SPI and standards and safety and security norms; sustainability and life cycle challenges; SPI and recent innovations; virtual reality and augmented reality.
Agentic Ai In Action
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Author : Pascal David Bornetti
language : en
Publisher: Independently Published
Release Date : 2025-11-03
Agentic Ai In Action written by Pascal David Bornetti and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-11-03 with Technology & Engineering categories.
The world's smartest systems no longer follow-they lead. In Agentic AI in Action: Engineering Intelligent Agents for Real-World Automation, Pascal David Bornetti unveils the complete blueprint for building autonomous, decision-making AI systems that think, plan, and act independently. This is your essential guide to the next era of agentic artificial intelligence-where machines collaborate, learn, and manage workflows without constant human input. Designed for developers, data scientists, and tech innovators, this hands-on book blends AI theory with practical engineering using frameworks like LangChain, OpenAI API, and multi-agent orchestration. Whether you're automating complex processes or designing scalable intelligent systems, you'll learn how to harness goal-driven automation to create agents that truly think for themselves. Inside, you'll discover how to: - Architect intelligent agent systems from the ground up - Build multi-agent environments with memory, communication, and adaptive reasoning - Automate decision-making workflows using LangChain and OpenAI function calling - Integrate RAG (Retrieval-Augmented Generation) for dynamic, real-time knowledge access - Manage autonomous systems with safety, transparency, and control - Deploy, scale, and monitor your AI agents in production Packed with real-world examples and industry case studies, this book shows you exactly how to design, train, and orchestrate the next generation of AI-driven automation-agents that reason, collaborate, and execute intelligently at scale. Empower your AI to lead, not follow-this is Agentic AI in Action.
Ai Strategy
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Author : Bernard Marr
language : en
Publisher: Kogan Page Publishers
Release Date : 2025-04-03
Ai Strategy written by Bernard Marr and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-03 with Computers categories.
Is your business truly ready for the AI revolution? Discover how to unlock the full potential of artificial intelligence and future-proof your organization with a winning AI strategy. AI is transforming every industry - is your business keeping up? In this essential guide, bestselling author and futurist Bernard Marr provides a comprehensive playbook for leaders looking to harness the power of AI. From understanding AI's transformative impact to developing a clear, actionable strategy, this book equips leaders with the tools they need to drive innovation, manage risks, and stay ahead in an AI-driven world. AI Strategy is the definitive guide for leaders ready to unlock AI's potential at scale. Covering every aspect of AI adoption - from ethical considerations and data management to employee upskilling and tech infrastructure - this book delivers real-world examples across multiple organizations and industries, from energy, healthcare and education to marketing and HR. Whether you're just starting or scaling fast, this must-read guide will help you confidently build and execute a winning AI strategy.
The Oxford Handbook Of Ai Governance
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Author : Justin B. Bullock
language : en
Publisher: Oxford University Press
Release Date : 2024-02-26
The Oxford Handbook Of Ai Governance written by Justin B. Bullock and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-26 with Business & Economics categories.
"Book abstract: The Oxford Handbook of AI Governance examines how artificial intelligence (AI) interacts with and influences governance systems. It also examines how governance systems influence and interact with AI. The handbook spans forty-nine chapters across nine major sections. These sections are (1) Introduction and Overview, (2) Value Foundations of AI Governance, (3) Developing an AI Governance Regulatory Ecosystem, (4) Frameworks and Approaches for AI Governance, (5) Assessment and Implementation of AI Governance, (6) AI Governance from the Ground Up, (7) Economic Dimensions of AI Governance, (8) Domestic Policy Applications of AI, and (9) International Politics and AI"--