Generative Ai Business Applications
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Generative Ai Business Applications
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Author : David E. Sweenor
language : en
Publisher: TinyTechMedia LLC
Release Date : 2024-01-31
Generative Ai Business Applications written by David E. Sweenor and has been published by TinyTechMedia LLC this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-01-31 with Computers categories.
Within the past year, generative AI has broken barriers and transformed how we think about what computers are truly capable of. But, with the marketing hype and generative AI washing of content, it’s increasingly difficult for business leaders and practitioners to go beyond the art of the possible and answer that critical question–how is generative AI actually being used in organizations? With over 70 real-world case studies and applications across 12 different industries and 11 departments, Generative AI Business Applications: An Executive Guide with Real-Life Examples and Case Studies fills a critical knowledge gap for business leaders and practitioners by providing examples of generative AI in action. Diving into the case studies, this TinyTechGuide discusses AI risks, implementation considerations, generative AI operations, AI ethics, and trustworthy AI. The world is transforming before our very eyes. Don’t get left behind—while understanding the powers and perils of generative AI. Full of use cases and real-world applications, this book is designed for business leaders, tech professionals, and IT teams. We provide practical, jargon-free explanations of generative AI's transformative power. Gain a competitive edge in today's marketplace with Generative AI Business Applications: An Executive Guide with Real-Life Examples and Case Studies. Remember, it's not the tech that's tiny, just the book!™
Artificial Intelligence In Practice
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Author : Bernard Marr
language : en
Publisher: John Wiley & Sons
Release Date : 2019-04-15
Artificial Intelligence In Practice written by Bernard Marr and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04-15 with Comics & Graphic Novels categories.
Cyber-solutions to real-world business problems Artificial Intelligence in Practice is a fascinating look into how companies use AI and machine learning to solve problems. Presenting 50 case studies of actual situations, this book demonstrates practical applications to issues faced by businesses around the globe. The rapidly evolving field of artificial intelligence has expanded beyond research labs and computer science departments and made its way into the mainstream business environment. Artificial intelligence and machine learning are cited as the most important modern business trends to drive success. It is used in areas ranging from banking and finance to social media and marketing. This technology continues to provide innovative solutions to businesses of all sizes, sectors and industries. This engaging and topical book explores a wide range of cases illustrating how businesses use AI to boost performance, drive efficiency, analyse market preferences and many others. Best-selling author and renowned AI expert Bernard Marr reveals how machine learning technology is transforming the way companies conduct business. This detailed examination provides an overview of each company, describes the specific problem and explains how AI facilitates resolution. Each case study provides a comprehensive overview, including some technical details as well as key learning summaries: Understand how specific business problems are addressed by innovative machine learning methods Explore how current artificial intelligence applications improve performance and increase efficiency in various situations Expand your knowledge of recent AI advancements in technology Gain insight on the future of AI and its increasing role in business and industry Artificial Intelligence in Practice: How 50 Successful Companies Used Artificial Intelligence to Solve Problems is an insightful and informative exploration of the transformative power of technology in 21st century commerce.
Generative Ai Application Integration Patterns
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Author : Juan Pablo Bustos
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-09-05
Generative Ai Application Integration Patterns written by Juan Pablo Bustos and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-05 with Computers categories.
Unleash the transformative potential of GenAI with this comprehensive guide that serves as an indispensable roadmap for integrating large language models into real-world applications. Gain invaluable insights into identifying compelling use cases, leveraging state-of-the-art models effectively, deploying these models into your applications at scale, and navigating ethical considerations. Key Features Get familiar with the most important tools and concepts used in real scenarios to design GenAI apps Interact with GenAI models to tailor model behavior to minimize hallucinations Get acquainted with a variety of strategies and an easy to follow 4 step frameworks for integrating GenAI into applications Book Description Explore the transformative potential of GenAI in the application development lifecycle. Through concrete examples, you will go through the process of ideation and integration, understanding the tradeoffs and the decision points when integrating GenAI. With recent advances in models like Google Gemini, Anthropic Claude, DALL-E and GPT-4o, this timely resource will help you harness these technologies through proven design patterns. We then delve into the practical applications of GenAI, identifying common use cases and applying design patterns to address real-world challenges. From summarization and metadata extraction to intent classification and question answering, each chapter offers practical examples and blueprints for leveraging GenAI across diverse domains and tasks. You will learn how to fine-tune models for specific applications, progressing from basic prompting to sophisticated strategies such as retrieval augmented generation (RAG) and chain of thought. Additionally, we provide end-to-end guidance on operationalizing models, including data prep, training, deployment, and monitoring. We also focus on responsible and ethical development techniques for transparency, auditing, and governance as crucial design patterns. What you will learn Concepts of GenAI: pre-training, fine-tuning, prompt engineering, and RAG Framework for integrating AI: entry points, prompt pre-processing, inference, post-processing, and presentation Patterns for batch and real-time integration Code samples for metadata extraction, summarization, intent classification, question-answering with RAG, and more Ethical use: bias mitigation, data privacy, and monitoring Deployment and hosting options for GenAI models Who this book is for This book is not an introduction to AI/ML or Python. It offers practical guides for designing, building, and deploying GenAI applications in production. While all readers are welcome, those who benefit most include: Developer engineers with foundational tech knowledge Software architects seeking best practices and design patterns Professionals using ML for data science, research, etc., who want a deeper understanding of Generative AI Technical product managers with a software development background This concise focus ensures practical, actionable insights for experienced professionals
Revolutionizing Healthcare 5 0 The Power Of Generative Ai
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Author : Pronaya Bhattacharya
language : en
Publisher: Springer Nature
Release Date : 2025-02-18
Revolutionizing Healthcare 5 0 The Power Of Generative Ai written by Pronaya Bhattacharya and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-18 with Technology & Engineering categories.
This book serves as a critical resource that bridges the gap between burgeoning technology and its practical implementation. The book starts with an in-depth exploration of healthcare 5.0 principles, laying the foundation for the reader to understand the current shifts in healthcare paradigms. Then, it dives into the intricacies of generative models in healthcare, detailing how these algorithms work and the applications they serve. The book further delves into the subsets of generative machine learning and deep learning techniques in healthcare. As we move towards more complex applications, the book takes a turn to address the critical subject of interpretability and explainability in generative models, a topic that resonates profoundly given the life-critical nature of medical decisions. Finally, the book concludes with a robust discussion on the security and privacy concerns that accompany the deployment of GAI in real healthcare settings. By offering a multidimensional viewpoint—coupled with case studies, statistical analyses, and expert insights—the book ensures that the reader is left with a nuanced understanding of how GAI can be both a boon and a challenge in healthcare. As such, the proposed book serves as an indispensable resource for healthcare professionals, data scientists, researchers, and anyone invested in the future of healthcare and AI.
Responsible Implementations Of Generative Ai For Multidisciplinary Use
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Author : Gaur, Loveleen
language : en
Publisher: IGI Global
Release Date : 2024-09-18
Responsible Implementations Of Generative Ai For Multidisciplinary Use written by Gaur, Loveleen and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-18 with Computers categories.
Generative artificial intelligence (GAI) represents a profound leap in technological advancement, empowering machines to create content that closely mimics human creativity in various forms. As this technology continues to evolve and permeate multiple industries, it is essential to address the accompanying ethical considerations that arise from its use. Furthermore, there is a need for transparency in how GAI systems are developed and deployed to ensure that they are used responsibly and that their outputs are reliable and fair. Balancing innovation with ethical practices will be crucial to harnessing the benefits of GAI while mitigating its risks and ensuring its positive contribution to society. Responsible Implementations of Generative AI for Multidisciplinary Use highlights both the immense potential of GAI and the ethical challenges it presents. This book demystifies GAI by breaking down complex concepts into accessible language and offering real-world examples that illustrate the implications of its applications. Covering topics such as chatbots, ethical leadership, and the metaverse, this book is an excellent resource for technology professionals and developers, ethicists, policymakers, academicians, researchers, business leaders and executives, legal experts, students, educators, and more.
Ai Empowered Digital Business Innovation
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Author : Parag Kulkarni
language : en
Publisher: Springer Nature
Release Date : 2025-06-17
Ai Empowered Digital Business Innovation written by Parag Kulkarni and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-17 with Computers categories.
Digital business innovation is not simply about using new technologies and upgrading business plans but about upgrading your strategic thinking and embedding AI in the thought process. This book covers digital technologies and the strategic landscape of digital entrepreneurship. It elaborates how AI advances converge to create new learning and business opportunities. It includes digital business innovation technologies, AI strategies for businesses, and learning and collaborative learning strategies. Digital business innovation empowers business or changes the paradigm of business and at times redefines it with intelligent technologies. This in turn helps organizations and businesses create better value for customers and address problems that were not possible to address in the past. Digital business innovation can be approached at three levels to increase contextual participation. It includes focused business innovation, strategic AI innovation, and intelligent implementation. The book contains real-life stories of digital business innovation from companies in countries such as Japan, the USA, India, and Singapore. The authors have contributed and witnessed these technological innovations, and hence bring first-hand experience to help readers participate in this journey. It is the journey to create new success stories through AI research that empowers business transformation.
Microsoft Dynamics 365 Ai For Business Insights
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Author : Dmitry Shargorodsky
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-03-29
Microsoft Dynamics 365 Ai For Business Insights written by Dmitry Shargorodsky and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-29 with Computers categories.
Streamline your business operations by leveraging AI across key functions using practical examples and insightful case studies Key Features Uncover the practical applications of Dynamics 365 AI across sales, customer service, marketing, and finance Explore Dynamics 365’s integration with advanced AI tools such as OpenAI, Azure Open AI, and MS Copilot Learn from real-world examples and case studies Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionIf there is one hot topic being discussed in every boardroom meeting today, it’s AI. With Microsoft Dynamics 365 AI proving to be a game-changer, it’s essential for business professionals to master this tool. Microsoft Dynamics 365 AI for Business Insights will help you harness AI across key business functions to streamline processes and enhance customer experiences. Written by a seasoned professional with 15+ years of experience, this book guides you through Dynamics 365 AI’s practical applications across sales, customer service, marketing, and finance departments. You'll learn how to enhance customer experiences, streamline sales processes, optimize marketing strategies, and improve financial forecasting. This book also explores the integration of generative AI tools such as OpenAI Service, Azure Open AI, language models, and Microsoft Copilot within the Dynamics 365 ecosystem. With real-world examples, case studies, and expert insights, you’ll discover the transformative potential of this powerful toolkit. As well as driving sales insights and implementing fraud protection, you’ll explore emerging AI trends, Microsoft's roadmap for Dynamics 365 AI, and the upcoming features. By the end, you’ll be all set to unlock new growth opportunities using Dynamics 365 AI. What you will learn Overcome common challenges in Dynamics 365 AI implementation with ease Delve into the practical applications of advanced generative AI tools Integrate cutting-edge tools such as OpenAI Service, Azure Open AI, language models, and Microsoft Copilot with Dynamics 365 AI Derive insights from real-world examples of successful AI implementation Discover best practices and strategies for leveraging AI to find useful business insights and enhance operations Explore Microsoft's roadmap for Dynamics 365 AI and the forthcoming trends in AI for business Who this book is for This book is for Dynamics 365 consultants, architects, and IT managers, willing to implement AI in their organizations. Business consultants advising on business technology, especially those focused on Microsoft Dynamics 365, will find it useful for enhancing their skills. A basic understanding of Microsoft Dynamics 365 and its suite of business applications will be beneficial as the book’s focus is on implementing the tool’s AI modules. Familiarity with the principles of artificial intelligence and how it is applied in a business context will also be helpful.
Harnessing Ai For Business Development And Sales
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Author : Rick Spair
language : en
Publisher: Rick Spair
Release Date :
Harnessing Ai For Business Development And Sales written by Rick Spair and has been published by Rick Spair this book supported file pdf, txt, epub, kindle and other format this book has been release on with Business & Economics categories.
In an era defined by rapid technological advancements, businesses are increasingly turning to Artificial Intelligence (AI) to drive growth, innovation, and competitive advantage. From automating routine tasks to providing deep insights into customer behavior, AI has the potential to transform every aspect of business development and sales. However, the journey to integrating AI effectively into business processes is fraught with challenges, requiring a comprehensive understanding of AI technologies, strategic planning, and a commitment to ethical practices. This book, "Harnessing AI for Business Development and Sales," is a comprehensive guide designed to help businesses navigate the complexities of AI adoption. It explores the transformative potential of AI, providing insights into how businesses can leverage AI to enhance their operations, engage customers more effectively, and drive sustainable growth. Each chapter delves into critical aspects of AI in business, from foundational concepts and advanced applications to ethical considerations and future trends. Why This Book? As AI continues to evolve, its applications in business development and sales are becoming more sophisticated and far-reaching. However, many businesses struggle to understand where to begin, how to implement AI effectively, and how to measure its impact. This book aims to bridge that gap by offering practical insights, real-world examples, and actionable strategies. What You'll Learn Foundational Concepts: The book starts with an introduction to AI, its historical evolution, and its relevance to business development and sales. It provides a solid foundation for understanding AI technologies and their applications. Practical Applications: Each chapter explores specific applications of AI in business, such as market research, lead generation, customer relationship management, sales forecasting, and personalized marketing. Detailed examples and case studies illustrate how leading companies are leveraging AI to achieve remarkable results. Ethical Considerations: With great power comes great responsibility. The book addresses the ethical implications of using AI in business, offering guidelines for responsible AI implementation. Topics such as fairness, transparency, data privacy, and bias mitigation are thoroughly discussed. Future Trends: The final chapters look ahead to the future of AI in business development and sales, exploring emerging trends and technologies that will shape the landscape. Readers will gain insights into how to stay ahead of the curve and prepare for the next wave of AI innovations. Who Should Read This Book? This book is for business leaders, sales professionals, marketers, and anyone interested in understanding and leveraging AI for business success. Whether you are a seasoned executive looking to integrate AI into your strategic planning or a newcomer eager to explore the potential of AI, this book provides valuable insights and practical advice. How to Use This Book Each chapter is structured to be both informative and actionable. Key concepts are explained clearly, and practical examples and case studies provide real-world context. The book also includes checklists, frameworks, tools, resources, and best practices that you can apply directly to your business. Conclusion By harnessing the power of AI, businesses can unlock new opportunities, drive innovation, and achieve sustainable growth. This book is your guide to navigating the AI landscape, understanding its potential, and implementing it effectively in your business development and sales strategies.Welcome to "Harnessing AI for Business Development and Sales."
The Executive Guide To Artificial Intelligence
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Author : Andrew Burgess
language : en
Publisher: Palgrave Macmillan
Release Date : 2017-11-29
The Executive Guide To Artificial Intelligence written by Andrew Burgess and has been published by Palgrave Macmillan this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-29 with Business & Economics categories.
This book takes a pragmatic and hype–free approach to explaining artificial intelligence and how it can be utilised by businesses today. At the core of the book is a framework, developed by the author, which describes in non–technical language the eight core capabilities of Artificial Intelligence (AI). Each of these capabilities, ranging from image recognition, through natural language processing, to prediction, is explained using real–life examples and how they can be applied in a business environment. It will include interviews with executives who have successfully implemented AI as well as CEOs from AI vendors and consultancies. AI is one of the most talked about technologies in business today. It has the ability to deliver step–change benefits to organisations and enables forward–thinking CEOs to rethink their business models or create completely new businesses. But most of the real value of AI is hidden behind marketing hyperbole, confusing terminology, inflated expectations and dire warnings of ‘robot overlords’. Any business executive that wants to know how to exploit AI in their business today is left confused and frustrated. As an advisor in Artificial Intelligence, Andrew Burgess regularly comes face–to–face with business executives who are struggling to cut through the hype that surrounds AI. The knowledge and experience he has gained in advising them, as well as working as a strategic advisor to AI vendors and consultancies, has provided him with the skills to help business executives understand what AI is and how they can exploit its many benefits. Through the distilled knowledge included in this book business leaders will be able to take full advantage of this most disruptive of technologies and create substantial competitive advantage for their companies.
Handbook Of Industrial And Business Applications With Digital Twins
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Author : Saravanan Krishnan
language : en
Publisher: CRC Press
Release Date : 2024-12-30
Handbook Of Industrial And Business Applications With Digital Twins written by Saravanan Krishnan and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-30 with Computers categories.
A digital twin represents the indistinguishable digital counterpart of the physical object to simulate, monitor and test with real time synchronization. This book presents the framework and important key aspects of digital twins, including various technologies with coverage of the digital twins in various industry and business applications. It provides a background of modeling and simulation, computer sensor technology and other areas required creating the next wave of digital twins. Features: Presents exclusive material on industrial and business applications of digital twins Includes diversified digital twin applications with use cases Focuses on tools and methods for digital twins, platforms, application domains and industries Emphasizes advances and cutting-edge technologies throughout Reviews artificial intelligence (AI), fog/edge computing, industrial automation, blockchains and the Internet of Things (IoT) This book is aimed at researchers and graduate students in cloud computing, simulation, the IoT and computer engineering.