Описание: Getting numbers is easy; getting trustworthy numbers is hard. From experimentation leaders at Amazon, Google, LinkedIn, and Microsoft, this guide to accelerating innovation using A/B tests includes practical examples, pitfalls, and advice for students and industry professionals, plus deeper dives into advanced topics for experienced practitioners.
Data analytics is core to business and decision making. The rapid increase in data volume, velocity and variety offers both opportunities and challenges. While open source solutions to store big data, like Hadoop, offer platforms for exploring value and insight from big data, they were not originally developed with data security and governance in mind. Big Data Management discusses numerous policies, strategies and recipes for managing big data. It addresses data security, privacy, controls and life cycle management offering modern principles and open source architectures for successful governance of big data.
The author has collected best practices from the world’s leading organizations that have successfully implemented big data platforms. The topics discussed cover the entire data management life cycle, data quality, data stewardship, regulatory considerations, data council, architectural and operational models are presented for successful management of big data. The book is a must-read for data scientists, data engineers and corporate leaders who are implementing big data platforms in their organizations.
Автор: Tim Menzies Название: Perspectives on Data Science for Software Engineering ISBN: 0128042060 ISBN-13(EAN): 9780128042069 Издательство: Elsevier Science Рейтинг: Цена: 8588.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: "
Perspectives on Data Science for Software Engineering" presents the best practices of seasoned data miners in software engineering. The idea for this book was created during the 2014 conference at Dagstuhl, an invitation-only gathering of leading computer scientists who meet to identify and discuss cutting-edge informatics topics. At the 2014 conference, the concept of how to transfer the knowledge of experts from seasoned software engineers and data scientists to newcomers in the field highlighted many discussions.
While there are many books covering data mining and software engineering basics, they present only the fundamentals and lack the perspective that comes from real-world experience. This book offers unique insights into the wisdom of the community s leaders gathered to share hard-won lessons from the trenches. Ideas are presented in digestible chapters designed to be applicable across many domains.
Topics included cover data collection, data sharing, data mining, and how to utilize these techniques in successful software projects. Newcomers to software engineering data science will learn the tips and tricks of the trade, while more experienced data scientists will benefit from war stories that show what traps to avoid. Presents the wisdom of community experts, derived from a summit on software analyticsProvides contributed chapters that share discrete ideas and technique from the trenchesCovers top areas of concern, including mining security and social data, data visualization, and cloud-based dataPresented in digestible chapters designed to be applicable across many domains"
Now in its second edition, EU GDPR - An Implementation and Compliance Guide is a clear and comprehensive guide to this new data protection law, providing a detailed commentary on the Regulation, and setting out the obligations of data processors and controllers in clear and comprehensible terms.
Read this book to learn:
How the GDPR differs from the 1995 EU Data Protection Directive (DPD).
How the Regulation relates to your organisation and how to adjust your processes to comply with it.
The best way of avoiding "effective, proportionate and dissuasive" fines.
New for the second edition:
Additional definitions and a new implementation FAQ.
Further guidance on data protection impact assessments (DPIAs), subject access requests (SARs) and the role of the data protection officer (DPO).
Clarification of consent and the alternative lawful bases for processing personal data.
All organisations - wherever they are in the world - that process the personal data of EU residents must comply with the Regulation. Failure to do so could cost them up to 20 million or 4% of annual global turnover in fines.
The GDPR will have a significant impact on data protection regimes around the world. This book shows you exactly what you need to do to comply.
About the authors Our privacy team, led by Alan Calder, has substantial experience in privacy, data protection, compliance and information security. This practical experience, our understanding of the background and drivers for the GDPR, and the input of our fast-growing team of consultants and trainers are combined in this manual to provide the world's first guide to implementing the new data protection regulation.
Описание: Successful data governance requires replacing governance with diplomacy. This book is your guide to applying a lean and friendly yet proven approach to data governance and data design by leveraging your existing workforce, and allowing these data workers to create and sustain a data smart organization. Learn the diplomacy techniques and approach to align and unite the organization when facing challenges and taking on bold initiatives. Use a "getting things right from start" strategy for having the data correct enough to meet business needs. Become adept at facilitating business representatives to take responsibility to determine what the data should look like, what it should be called, and how it is connected. This book is primarily intended for CIOs, CDOs, chief architects, data strategists, data governance leads, and data architects. It is for anyone who is struggling with data quality, data accountability, and the concept of data as a valuable asset. It is for those who seek a second generation of data governance, when the first generation was riddled by formality or just did not take off. The book is written for those who are in the frontline of the quest for data improvement, and covers these four topics: Chapter 1 introduces the concept of data diplomacy and illustrates it through a set of real-life cases where diplomacy played a crucial part. Chapter 2 covers the four arenas for performing diplomatic data governance and describes the activities that go on in each arena. Chapter 3 details the minimum set of roles that are needed when instituting data governance using a diplomatic approach. Chapter 4 is your toolbox as the data diplomat, containing various tips and techniques including the "Five Running Guys".
Автор: Sen Harkish Название: Data Governance: Perspectives and Practices ISBN: 1634624785 ISBN-13(EAN): 9781634624787 Издательство: Gazelle Book Services Рейтинг: Цена: 5575.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
What is data governance? And what are the principles and techniques you can leverage as a business or IT professional to make data governance successful within your organization?
Data Governance will answer these questions and provide you with insights and approaches to improve the "data fitness" of your organization. Gain control of your data and assign responsible parties to ensure the data remains well-understood and protected, by applying the content within this book's six chapters:
Chapter 1, Understanding Data Governance, looks at the broad definitions of data governance along with issues within data governance.
Chapter 2, Owning Data Governance, looks at Ownership, Wider Perspectives, and Roles, and explores how transparent data governance can simplify the complexities of data ownership.
Chapter 3, Data Confidence, explores using tools (e.g., standards, strategies, and policies) to clearly align business objectives with realistic IT deliverables and produce meaningful outcomes.
Chapter 4, Getting Data Fit, covers the basic elements required to make data governance work for your specific organization. There are five steps required to achieve a basic level of data fitness and effective governance.
Chapter 5, Approach and Stakeholders, covers various ways to implement data governance to ensure there are clear milestones and trigger points for key stakeholders to approve each phase. A data scorecard is introduced as a tool to help guide an organization through the data governance process.
Chapter 6, A Case Study, concerns a fictitious company, D474, used to illustrate the various examples and scenarios for implementing data governance.
Автор: Ladley John Название: Data Governance ISBN: 012815831X ISBN-13(EAN): 9780128158319 Издательство: Elsevier Science Рейтинг: Цена: 7915.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Managing data continues to grow as a necessity for modern organizations. There are seemingly infinite opportunities for organic growth, reduction of costs, and creation of new products and services. It has become apparent that none of these opportunities can happen smoothly without data governance. The cost of exponential data growth and privacy / security concerns are becoming burdensome. Organizations will encounter unexpected consequences in new sources of risk. The solution to these challenges is also data governance; ensuring balance between risk and opportunity.
Data Governance, Second Edition, is for any executive, manager or data professional who needs to understand or implement a data governance program. It is required to ensure consistent, accurate and reliable data across their organization. This book offers an overview of why data governance is needed, how to design, initiate, and execute a program and how to keep the program sustainable. This valuable resource provides comprehensive guidance to beginning professionals, managers or analysts looking to improve their processes, and advanced students in Data Management and related courses. With the provided framework and case studies all professionals in the data governance field will gain key insights into launching successful and money-saving data governance program.
Incorporates industry changes, lessons learned and new approaches
Explores various ways in which data analysts and managers can ensure consistent, accurate and reliable data across their organizations
Includes new case studies which detail real-world situations
Explores all of the capabilities an organization must adopt to become data driven
Provides guidance on various approaches to data governance, to determine whether an organization should be low profile, central controlled, agile, or traditional
Provides guidance on using technology and separating vendor hype from sincere delivery of necessary capabilities
Offers readers insights into how their organizations can improve the value of their data, through data quality, data strategy and data literacy
Provides up to 75% brand-new content compared to the first edition
Автор: Foss, Nicolai J.; Michailova, Snejina Название: Knowledge Governance ISBN: 0199235929 ISBN-13(EAN): 9780199235926 Издательство: Oxford Academ Рейтинг: Цена: 20196.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: While there are many books on knowledge management, knowledge governance is a concept that has not been so well explored, and is much less understood. Knowledge governance refers to choosing structures and mechanisms that can influence the processes of sharing and creating knowledge.
Big data are changing the way we work as companies face an increasing amount of data. Rather than replacing a human workforce or making decisions obsolete, big data are going to pose an immense innovating force to those employees capable of utilizing them. This book intends to first convey a theoretical understanding of big data. It then tackles the phenomenon of big data from the perspectives of varied organizational theories in order to highlight socio-technological interaction. Big data are bound to transform organizations which calls for a transformation of the human resource department. The HR department’s new role then enables organizations to utilize big data for their purpose. Employees, while remaining an organization’s major competitive advantage, have found a powerful ally in big data.
Автор: Seiner, Robert Название: Non-invasive data governance ISBN: 1634624858 ISBN-13(EAN): 9781634624855 Издательство: Gazelle Book Services Рейтинг: Цена: 6433.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Knowledge and Technology Adoption, Diffusion, and Transfer: International Perspectives is filled with original scientific and quality research articles on management information systems, technology diffusion, and business systems application aspects of e-commerce, e-government, and mobile application. As a forum of multi-disciplinary and interdisciplinary dialogue, it addresses research on all aspects of innovation diffusion in the field of business computing technologies and their past, present, and future use. This title serves as a vital source of information for researchers and practitioners alike.
Автор: Burlamaqui Название: Knowledge Governance: Reasserting the Public Interest ISBN: 0857285351 ISBN-13(EAN): 9780857285355 Издательство: Marston Book Services Рейтинг: Цена: 13860.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
This book argues that the current international intellectual property rights regime, led by the World Trade Organization (WTO), has evolved over the past three decades toward overemphasizing private interests and seriously hampering public interests in access to knowledge and innovation diffusion. While it is obvious that firm-level dynamics are changing - toward networks and peer production in technologically leading companies in the developed countries, and toward increasing integration into global and regional production and innovation networks in developing countries - academic discussions as well as policy disputes in the WTO and other international forums take place within a rather rigid and narrow perspective. This approach concentrates on tangible and codified knowledge creation and diffusion in research and development (R&D) that can be protected via patents and other intellectual property rules and regulations. In terms of global policy initiatives, however, it is becoming increasingly clear that the WTO in particular is mostly a conflict-resolution facility rather than a global governance body able to generate cooperation and steer international coordinated policy action. At the same time, rent extraction and profits streaming from legal hyperprotection have become pervasively important for firm strategies to compete in a globalized marketplace.
Taking into account these structural changes, the new frontiers that have to be faced by industrial, technological, innovation and competition policies, as well as increasingly complex coordination problems rising among them, a major cluster of policy and institutional design challenges emerges. To address them, a new conceptual framework is necessary. This volume proposes "knowledge governance" as the adequate framework to meet this challenge. Knowledge governance is an analytical framework that embraces different forms of public governance mechanisms such as supervision, rulemaking, regulation, policy prescriptions and institutional coordination and applies them to the realms of knowledge production, diffusion and appropriation.
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