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Author: Dinesh C. Verma Publisher: CRC Press ISBN: 1000462528 Category : Computers Languages : en Pages : 218
Book Description
This book provides an overview of Federated Learning and how it can be used to build real-world AI-enabled applications. Real-world AI applications frequently have training data distributed in many different locations, with data at different sites having different properties and different formats. In many cases, data movement is not permitted due to security concerns, bandwidth, cost or regulatory restriction. Under these conditions, techniques of federated learning can enable creation of practical applications. Creating practical applications requires implementation of the cycle of learning from data, inferring from data, and acting based on the inference. This book will be the first one to cover all stages of the Learn-Infer-Act cycle, and presents a set of patterns to apply federation to all stages. Another distinct feature of the book is the use of real-world applications with an approach that discusses all aspects that need to be considered in an operational system, including handling of data issues during federation, maintaining compliance with enterprise security policies, and simplifying the logistics of federated AI in enterprise contexts. The book considers federation from a manner agnostic to the actual AI models, allowing the concepts to be applied to all varieties of AI models. This book is probably the first one to cover the space of enterprise AI-based applications in a holistic manner.
Author: Dinesh C. Verma Publisher: CRC Press ISBN: 1000462528 Category : Computers Languages : en Pages : 218
Book Description
This book provides an overview of Federated Learning and how it can be used to build real-world AI-enabled applications. Real-world AI applications frequently have training data distributed in many different locations, with data at different sites having different properties and different formats. In many cases, data movement is not permitted due to security concerns, bandwidth, cost or regulatory restriction. Under these conditions, techniques of federated learning can enable creation of practical applications. Creating practical applications requires implementation of the cycle of learning from data, inferring from data, and acting based on the inference. This book will be the first one to cover all stages of the Learn-Infer-Act cycle, and presents a set of patterns to apply federation to all stages. Another distinct feature of the book is the use of real-world applications with an approach that discusses all aspects that need to be considered in an operational system, including handling of data issues during federation, maintaining compliance with enterprise security policies, and simplifying the logistics of federated AI in enterprise contexts. The book considers federation from a manner agnostic to the actual AI models, allowing the concepts to be applied to all varieties of AI models. This book is probably the first one to cover the space of enterprise AI-based applications in a holistic manner.
Author: Jon Ramsey Publisher: Macmillan Higher Education ISBN: 131905403X Category : Business & Economics Languages : en Pages : 276
Book Description
Written by an experienced instructor of business writing courses, Business Writing Scenarios offers a hands on approach that immerses students in the types of writing situations they will encounter throughout their working lives. Detailed guidance and numerous examples help students build the skills they will need to respond to these situations effectively. In each of the core chapters, students first learn how other writers addressed a particular writing situation—such as having to convey disappointing news to employees, explain a major policy change, or respond to a difficult customer—effectively or ineffectively. Students then apply what they’ve learned through guided activities ("applications") that ask them to respond in writing to a similar business scenario. Additionally, the book emphasizes the potentially serious consequences of ill-considered business communications, especially those delivered electronically. A chapter dedicated to business writing gaffes provides many real-world examples of these mistakes and advises students on how to avoid them. Suitable for use on its own or in conjunction with another text, Business Writing Scenarios is a useful addition to any course building students business writing skills.
Author: Publisher: ISBN: 9780881323832 Category : Business Languages : en Pages : 0
Book Description
Provides a glimpse inside how one of the largest and most successful companies in the world views the future unfolding and insight into what Shell weighs and thinks about as it make judgments and decisions about the future course of its business.
Author: Jamil, George Leal Publisher: IGI Global ISBN: 152257266X Category : Business & Economics Languages : en Pages : 537
Book Description
Business models are regarded as a main emerging topic in the management area for opportune science-driven practical conceptions and applications. They represent how organizations are proposed and planned, as well as how they establish a market and social relations, manage strategic resources, and make decisions. However, companies must produce new solutions for strategic sustainability, performance measurement, and overall managerial conditions for these business models to be implemented effectively. The Handbook of Research on Business Models in Modern Competitive Scenarios depicts how business models contribute to strategic competition in this new era of technological and social changes as well as how they are conceptualized, studied, designed, implemented, and in the end, how they can be improved. Featuring research on topics such as creating shared value, global scenarios, and organizational intelligence, this book provides pivotal information for scientific researchers, business decision makers, strategic planners, consultants, managers, and academicians.
Author: Ian F. Alexander Publisher: John Wiley & Sons ISBN: 0470861959 Category : Computers Languages : en Pages : 544
Book Description
Extending the scenario method beyond interface design, this important book shows developers how to design more effective systems by soliciting, analyzing, and elaborating stories from end-users Contributions from leading industry consultants and opinion-makers present a range of scenario techniques, from the light, sketchy, and agile to the careful and systematic Includes real-world case studies from Philips, DaimlerChrysler, and Nokia, and covers systems ranging from custom software to embedded hardware-software systems
Author: Yun-Heh Chen-Burger Publisher: Springer Science & Business Media ISBN: 1846281067 Category : Business & Economics Languages : en Pages : 322
Book Description
Enhances the use of enterprise models as an effective communication medium between business and technical personnel. Details the blue-print of the to-be developed business system.
Author: Rafael Ramirez Publisher: Taylor & Francis ISBN: 1136544194 Category : Business & Economics Languages : en Pages : 336
Book Description
The world is increasingly turbulent and complex, awash with disruptions, tipping points and knock-on effects exemplified by the implosion of financial markets and economies around the globe. This book is for business and organizational leaders who want and need to think through how best to deal with increasing turbulence, and with the complexity and uncertainty that come with it. The authors explain in clear language how future orientation and, specifically, modern scenario techniques help to address these conditions. They draw on examples from a wide variety of international settings and circumstances including large corporations, inter-governmental organizations, small firms and municipalities. Readers will be inspired to try out scenario approaches themselves to better address the turbulence that affects them and others with whom they work, live and do business. This second edition extends the use of scenarios planning and methods to tackle the risk and uncertainty of financial markets and the potentially massive impacts on businesses of all kinds, providing powerful tools to give far thinking executives an advantage in these turbulent times.
Author: Steve Wexler Publisher: John Wiley & Sons ISBN: 1119282780 Category : Business & Economics Languages : en Pages : 448
Book Description
The definitive reference book with real-world solutions you won't find anywhere else The Big Book of Dashboards presents a comprehensive reference for those tasked with building or overseeing the development of business dashboards. Comprising dozens of examples that address different industries and departments (healthcare, transportation, finance, human resources, marketing, customer service, sports, etc.) and different platforms (print, desktop, tablet, smartphone, and conference room display) The Big Book of Dashboards is the only book that matches great dashboards with real-world business scenarios. By organizing the book based on these scenarios and offering practical and effective visualization examples, The Big Book of Dashboards will be the trusted resource that you open when you need to build an effective business dashboard. In addition to the scenarios there's an entire section of the book that is devoted to addressing many practical and psychological factors you will encounter in your work. It's great to have theory and evidenced-based research at your disposal, but what will you do when somebody asks you to make your dashboard 'cooler' by adding packed bubbles and donut charts? The expert authors have a combined 30-plus years of hands-on experience helping people in hundreds of organizations build effective visualizations. They have fought many 'best practices' battles and having endured bring an uncommon empathy to help you, the reader of this book, survive and thrive in the data visualization world. A well-designed dashboard can point out risks, opportunities, and more; but common challenges and misconceptions can make your dashboard useless at best, and misleading at worst. The Big Book of Dashboards gives you the tools, guidance, and models you need to produce great dashboards that inform, enlighten, and engage.
Author: Serdar Simsekler Publisher: Packt Publishing Ltd ISBN: 1801074674 Category : Computers Languages : en Pages : 433
Book Description
A practical handbook packed with expert advice on architectural considerations for designing solutions using SAP BTP to drive digital innovation Purchase of the print or Kindle book includes a free eBook in the PDF format Key FeaturesGuide your customers with proven architectural strategies and considerations on SAP BTPTackle challenges in building process and data integration across complex and hybrid landscapesDiscover SAP BTP services, including visualizations, practical business scenarios, and moreBook Description SAP BTP is the foundation of SAP's intelligent and sustainable enterprise vision for its customers. It's efficient, agile, and an enabler of innovation. It's technically robust, yet its superpower is its business centricity. If you're involved in building IT and business strategies, it's essential to familiarize yourself with SAP BTP to see the big picture for digitalization with SAP solutions. Similarly, if you have design responsibilities for enterprise solutions, learning SAP BTP is crucial to produce effective and complete architecture designs. This book teaches you about SAP BTP in five parts. First, you'll see how SAP BTP is positioned in the intelligent enterprise. In the second part, you'll learn the foundational elements of SAP BTP and find out how it operates. The next part covers integration architecture guidelines, integration strategy considerations, and integration styles with SAP's integration technologies. Later, you'll learn how to use application development capabilities to extend enterprise solutions for innovation and agility. This part also includes digital experience and process automation capabilities. The last part covers how SAP BTP can facilitate data-to-value use cases to produce actionable business insights. By the end of this SAP book, you'll be able to architect solutions using SAP BTP to deliver high business value. What you will learnExplore value propositions and business processes enabled by SAP's Intelligent and Sustainable EnterpriseUnderstand SAP BTP's foundational elements, such as commercial and account modelsDiscover services that can be part of solution designs to fulfill non-functional requirementsGet to grips with integration and extensibility services for building robust solutionsUnderstand what SAP BTP offers for digital experience and process automationExplore data-to-value services that can help manage data and build analytics use casesWho this book is for This SAP guide is for technical architects, solutions architects, and enterprise architects working with SAP solutions to drive digital transformation and innovation with SAP BTP. Some IT background and an understanding of basic cloud concepts is assumed. Working knowledge of the SAP ecosystem will also be beneficial.
Author: Peter Stanwick Publisher: SAGE ISBN: 1452256551 Category : Business & Economics Languages : en Pages : 585
Book Description
Packed with real-world examples and cases, this fully updated edition of Understanding Business Ethics prepares students for the ethical dilemmas they may face in their chosen careers by providing broad, comprehensive coverage of business ethics from a global perspective. The book's 26 cases profile a variety of industries, countries, and ethical issues, including online privacy, music piracy, Ponzi schemes, fraud, product recall, insider trading, and dangerous working conditions, such as four cases that emphasize the positive aspects of business ethics. In addition to unique chapters on information technology, the developing world, and the environment, the authors present AACSB recommended topics such as the responsibility of business in society, ethical decision making, ethical leadership, and corporate governance. Taking a managerial approach, the second edition of this best seller is designed to provide a clear understanding of the contemporary issues surrounding business ethics through the exploration of engaging and provocative case studies that are relevant and meaningful to students' lives. With an emphasis on applied, hands-on analysis of the cases presented, this textbook will instill in your students the belief that business ethics really do matter
Author: Dinesh C. Verma
Author: Dinesh C. Verma
Author: Jon Ramsey
Author: 
Author: Jamil, George Leal
Author: Ian F. Alexander
Author: Yun-Heh Chen-Burger
Author: Rafael Ramirez
Author: Steve Wexler
Author: Serdar Simsekler
Author: Peter Stanwick