Data Centric Living
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Data Centric Living
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Author : V. Sridhar
language : en
Publisher: Taylor & Francis
Release Date : 2021-11-29
Data Centric Living written by V. Sridhar and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-29 with Social Science categories.
This book explores how data about our everyday online behaviour are collected and how they are processed in various ways by algorithms powered by Artificial Intelligence (AI) and Machine Learning (ML). The book investigates the socioeconomic effects of these technologies, and the evolving regulatory landscape that is aiming to nurture the positive effects of these technology evolutions while at the same time curbing possible negative practices. The volume scrutinizes growing concerns on how algorithmic decisions can sometimes be biased and discriminative; how autonomous systems can possibly disrupt and impact the labour markets, resulting in job losses in several traditional sectors while creating unprecedented opportunities in others; the rapid evolution of social media that can be addictive at times resulting in associated mental health issues; and the way digital Identities are evolving around the world and their impact on provisioning of government services. The book also provides an in-depth understanding of regulations around the world to protect privacy of data subjects in the online world; a glimpse of how data is used as a digital public good in combating Covid pandemic; and how ethical standards in autonomous systems are evolving in the digital world. A timely intervention in this fast-evolving field, this book will be useful for scholars and researchers of digital humanities, business and management, internet studies, data sciences, political studies, urban sociology, law, media and cultural studies, sociology, cultural anthropology, and science and technology studies. It will also be of immense interest to the general readers seeking insights on daily digital lives.
The Data Driven Life
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Author : Gideon Ikwe
language : en
Publisher: Independently Published
Release Date : 2024-03-22
The Data Driven Life written by Gideon Ikwe and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-22 with Self-Help categories.
In "The Data-Driven Life: How Data Shapes Our Daily Experiences," readers embark on a compelling journey into the heart of our data-saturated world. This insightful book delves deep into how data analytics and technology influence every aspect of modern living-from the moment we wake up, through our daily commutes, within our workplaces, and beyond. Through ten meticulously crafted chapters, the book unveils the omnipresence of data in personal routines, societal structures, and even the global economy, revealing both the empowering opportunities and ethical dilemmas it presents. From smart devices that dictate our morning routines to the algorithms that guide our online interactions, "The Data-Driven Life" explores the profound impact of data on privacy, public discourse, and democracy. It navigates the complexities of data-driven management practices, the personalized retail experience, and the future of work in an era of AI and automation, highlighting the critical importance of data literacy. As we traverse through the landscapes of smart cities, engage with social networks, and encounter the entertainment industry's tailored content, the book critically assesses the benefits and perils of living a data-driven life. With a forward-looking perspective, "The Data-Driven Life" speculates on the future of data technology, emphasizing ethical considerations, the role of public policy, and the necessity for an informed and engaged society. This book serves as a clarion call to readers, urging them to harness the power of data responsibly while advocating for a world where technology enhances human life without compromising privacy and ethical standards. Ideal for anyone curious about the intersection of data, technology, and daily life, "The Data-Driven Life" is more than just a book-it's a roadmap for navigating the intricate and ever-evolving landscape of the digital age. It empowers readers with the knowledge to make informed choices, advocate for ethical data use, and become proactive participants in shaping the future of our data-driven society.
Data And Information Quality
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Author : Carlo Batini
language : en
Publisher: Springer
Release Date : 2016-03-23
Data And Information Quality written by Carlo Batini and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-23 with Computers categories.
This book provides a systematic and comparative description of the vast number of research issues related to the quality of data and information. It does so by delivering a sound, integrated and comprehensive overview of the state of the art and future development of data and information quality in databases and information systems. To this end, it presents an extensive description of the techniques that constitute the core of data and information quality research, including record linkage (also called object identification), data integration, error localization and correction, and examines the related techniques in a comprehensive and original methodological framework. Quality dimension definitions and adopted models are also analyzed in detail, and differences between the proposed solutions are highlighted and discussed. Furthermore, while systematically describing data and information quality as an autonomous research area, paradigms and influences deriving from other areas, such as probability theory, statistical data analysis, data mining, knowledge representation, and machine learning are also included. Last not least, the book also highlights very practical solutions, such as methodologies, benchmarks for the most effective techniques, case studies, and examples. The book has been written primarily for researchers in the fields of databases and information management or in natural sciences who are interested in investigating properties of data and information that have an impact on the quality of experiments, processes and on real life. The material presented is also sufficiently self-contained for masters or PhD-level courses, and it covers all the fundamentals and topics without the need for other textbooks. Data and information system administrators and practitioners, who deal with systems exposed to data-quality issues and as a result need a systematization of the field and practical methods in the area, will also benefit from the combination of concrete practical approaches with sound theoretical formalisms.
Life And The Law In The Era Of Data Driven Agency
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Author : Mireille Hildebrandt
language : en
Publisher: Edward Elgar Publishing
Release Date : 2020-01-31
Life And The Law In The Era Of Data Driven Agency written by Mireille Hildebrandt and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-31 with Law categories.
This ground-breaking and timely book explores how big data, artificial intelligence and algorithms are creating new types of agency, and the impact that this is having on our lives and the rule of law. Addressing the issues in a thoughtful, cross-disciplinary manner, leading scholars in law, philosophy, computer science and politics examine the ways in which data-driven agency is transforming democratic practices and the meaning of individual choice.
Data Lives
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Author : Kitchin, Rob
language : en
Publisher: Policy Press
Release Date : 2021-02-03
Data Lives written by Kitchin, Rob and has been published by Policy Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-03 with Social Science categories.
The word ‘data’ has entered everyday conversation, but do we really understand what it means? How can we begin to grasp the scope and scale of our new data-rich world, and can we truly comprehend what is at stake? In Data Lives, renowned social scientist Rob Kitchin explores the intricacies of data creation and charts how data-driven technologies have become essential to how society, government and the economy work. Creatively blending scholarly analysis, biography and fiction, he demonstrates how data are shaped by social and political forces, and the extent to which they influence our daily lives. He reveals our data world to be one of potential danger, but also of hope.
Machine Learning Big Data And Iot For Medical Informatics
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Author : Pardeep Kumar
language : en
Publisher: Academic Press
Release Date : 2021-06-13
Machine Learning Big Data And Iot For Medical Informatics written by Pardeep Kumar and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-13 with Computers categories.
Machine Learning, Big Data, and IoT for Medical Informatics focuses on the latest techniques adopted in the field of medical informatics. In medical informatics, machine learning, big data, and IOT-based techniques play a significant role in disease diagnosis and its prediction. In the medical field, the structure of data is equally important for accurate predictive analytics due to heterogeneity of data such as ECG data, X-ray data, and image data. Thus, this book focuses on the usability of machine learning, big data, and IOT-based techniques in handling structured and unstructured data. It also emphasizes on the privacy preservation techniques of medical data. This volume can be used as a reference book for scientists, researchers, practitioners, and academicians working in the field of intelligent medical informatics. In addition, it can also be used as a reference book for both undergraduate and graduate courses such as medical informatics, machine learning, big data, and IoT. Explains the uses of CNN, Deep Learning and extreme machine learning concepts for the design and development of predictive diagnostic systems. Includes several privacy preservation techniques for medical data. Presents the integration of Internet of Things with predictive diagnostic systems for disease diagnosis. Offers case studies and applications relating to machine learning, big data, and health care analysis.
Data Centric Biology
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Author : Sabina Leonelli
language : en
Publisher: University of Chicago Press
Release Date : 2016-11-18
Data Centric Biology written by Sabina Leonelli and has been published by University of Chicago Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-18 with Science categories.
In recent decades, there has been a major shift in the way researchers process and understand scientific data. Digital access to data has revolutionized ways of doing science in the biological and biomedical fields, leading to a data-intensive approach to research that uses innovative methods to produce, store, distribute, and interpret huge amounts of data. In Data-Centric Biology, Sabina Leonelli probes the implications of these advancements and confronts the questions they pose. Are we witnessing the rise of an entirely new scientific epistemology? If so, how does that alter the way we study and understand life—including ourselves? Leonelli is the first scholar to use a study of contemporary data-intensive science to provide a philosophical analysis of the epistemology of data. In analyzing the rise, internal dynamics, and potential impact of data-centric biology, she draws on scholarship across diverse fields of science and the humanities—as well as her own original empirical material—to pinpoint the conditions under which digitally available data can further our understanding of life. Bridging the divide between historians, sociologists, and philosophers of science, Data-Centric Biology offers a nuanced account of an issue that is of fundamental importance to our understanding of contemporary scientific practices.
Data Centric Net
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Author : Jacob Hammer Pederson
language : en
Publisher: Apress
Release Date : 2001-12-23
Data Centric Net written by Jacob Hammer Pederson and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-12-23 with Science categories.
The development of the .NET Framework, with the associated release of the C# programming language, is set to stimulate a new wave of application development. This book aims to provide the information needed to develop powerful data-centric applications using C#. To do this it covers the new features of ADO.NET that deliver efficient data access and manipulation, and the XML handling capabilities of the .NET Framework. Accepting that data-centric applications will utilize a variety of sources and inputs, it also looks at additional topics such as using ADO with C#, Messaging Services, and utililizing the Registry and Active Directory. This information is put into context within a number of case studies including one showing how to migrate an application from Visual Basic 6 to C#.
Implementing Data Driven Strategies In Smart Cities
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Author : Didier Grimaldi
language : en
Publisher: Elsevier
Release Date : 2021-09-18
Implementing Data Driven Strategies In Smart Cities written by Didier Grimaldi and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-18 with Social Science categories.
Implementing Data-Driven Strategies in Smart Cities is a guidebook and roadmap for practitioners seeking to operationalize data-driven urban interventions. The book opens by exploring the revolution that big data, data science, and the Internet of Things are making feasible for the city. It explores alternate topologies, typologies, and approaches to operationalize data science in cities, drawn from global examples including top-down, bottom-up, greenfield, brownfield, issue-based, and data-driven. It channels and expands on the classic data science model for data-driven urban interventions – data capture, data quality, cleansing and curation, data analysis, visualization and modeling, and data governance, privacy, and confidentiality. Throughout, illustrative case studies demonstrate successes realized in such diverse cities as Barcelona, Cologne, Manila, Miami, New York, Nancy, Nice, São Paulo, Seoul, Singapore, Stockholm, and Zurich. Given the heavy emphasis on global case studies, this work is particularly suitable for any urban manager, policymaker, or practitioner responsible for delivering technological services for the public sector from sectors as diverse as energy, transportation, pollution, and waste management. Explores numerous specific urban interventions drawn from global case studies, helping readers understand real urban challenges and create data-driven solutions Provides a step-by-step and applied holistic guide and methodology for immediate application in the reader’s own business agenda Presents cutting edge technology presentation with coverage of innovations such as the Internet of Things, robotics, 5G, edge/fog computing, blockchain, intelligent transport systems, and connected-automated mobility
Winning The Room
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Author : Bill Franks
language : en
Publisher: John Wiley & Sons
Release Date : 2022-03-02
Winning The Room written by Bill Franks 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 2022-03-02 with Business & Economics categories.
Revolutionize your data-driven presentations with this simple and actionable guide In Winning The Room: Creating and Delivering an Effective Data-Driven Presentation, analytics and data science expert Bill Franks delivers a practical and eye-opening exploration of how to present technical data and results to non-technical audiences in a live setting. Although framed with examples from the analytics and data science space, this book is perfect for anyone expected to present data-driven information to others. The book offers various specific tips and strategies that will make data-driven presentations much clearer, more intuitive, and easier to understand. Readers will discover: How to avoid common mistakes that undercut a presentation's credibility Instructive and eye-catching visuals that illustrate how to drive a presenter's points home and help the reader to retain the information Specific and actionable techniques to dramatically improve a presentation's clarity and impact Ideal for anyone expected to present to managers, executives, and other business leaders, Winning The Room is required reading for everyone seeking to improve the quality and efficacy of their data-driven presentations and communications.