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Dark Data by David J. Hand

Title Dark Data
Author David J. Hand
Publisher Princeton University Press
Release Date 2020-02-18
Category Computers
Total Pages 344
ISBN 9780691198859
Language English, Spanish, and French
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Book Summary:

A practical guide to making good decisions in a world of missing data In the era of big data, it is easy to imagine that we have all the information we need to make good decisions. But in fact the data we have are never complete, and may be only the tip of the iceberg. Just as much of the universe is composed of dark matter, invisible to us but nonetheless present, the universe of information is full of dark data that we overlook at our peril. In Dark Data, data expert David Hand takes us on a fascinating and enlightening journey into the world of the data we don't see. Dark Data explores the many ways in which we can be blind to missing data and how that can lead us to conclusions and actions that are mistaken, dangerous, or even disastrous. Examining a wealth of real-life examples, from the Challenger shuttle explosion to complex financial frauds, Hand gives us a practical taxonomy of the types of dark data that exist and the situations in which they can arise, so that we can learn to recognize and control for them. In doing so, he teaches us not only to be alert to the problems presented by the things we don’t know, but also shows how dark data can be used to our advantage, leading to greater understanding and better decisions. Today, we all make decisions using data. Dark Data shows us all how to reduce the risk of making bad ones.

Dark Data by David J. Hand

Title Dark Data
Author David J. Hand
Publisher Princeton University Press
Release Date 2020-02-18
Category Computers
Total Pages 344
ISBN 9780691182377
Language English, Spanish, and French
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Book Summary:

"Data describe and represent the world. However, no matter how big they may be, data sets don't - indeed cannot - capture everything. Data are measurements - and, as such, they represent only what has been measured. They don't necessarily capture all the information that is relevant to the questions we may want to ask. If we do not take into account what may be missing/unknown in the data we have, we may find ourselves unwittingly asking questions that our data cannot actually address, come to mistaken conclusions, and make disastrous decisions. In this book, David Hand looks at the ubiquitous phenomenon of "missing data." He calls this "dark data" (making a comparison to "dark matter" - i.e., matter in the universe that we know is there, but which is invisible to direct measurement). He reveals how we can detect when data is missing, the types of settings in which missing data are likely to be found, and what to do about it. It can arise for many reasons, which themselves may not be obvious - for example, asymmetric information in wars; time delays in financial trading; dropouts in clinical trials; deliberate selection to enhance apparent performance in hospitals, policing, and schools; etc. What becomes clear is that measuring and collecting more and more data (big data) will not necessarily lead us to better understanding or to better decisions. We need to be vigilant to what is missing or unknown in our data, so that we can try to control for it. How do we do that? We can be alert to the causes of dark data, design better data-collection strategies that sidestep some of these causes - and, we can ask better questions of our data, which will lead us to deeper insights and better decisions"--

Data Analytics by Mohiuddin Ahmed

Title Data Analytics
Author Mohiuddin Ahmed
Publisher CRC Press
Release Date 2018-09-21
Category Computers
Total Pages 426
ISBN 9780429820908
Language English, Spanish, and French
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Book Summary:

Large data sets arriving at every increasing speeds require a new set of efficient data analysis techniques. Data analytics are becoming an essential component for every organization and technologies such as health care, financial trading, Internet of Things, Smart Cities or Cyber Physical Systems. However, these diverse application domains give rise to new research challenges. In this context, the book provides a broad picture on the concepts, techniques, applications, and open research directions in this area. In addition, it serves as a single source of reference for acquiring the knowledge on emerging Big Data Analytics technologies.

Dark Data by Douglas J. Wood

Title Dark Data
Author Douglas J. Wood
Publisher Unknown
Release Date 2019-08
Category Fiction
Total Pages 282
ISBN 1733525327
Language English, Spanish, and French
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Book Summary:

Privacy is an illusion. Social media is a killer. A fast-paced thriller featuring a Russian oligarch, a computer hacker, and a leader of a terrorist network who use the power of the Selfish Ledger to control financial markets and wreak havoc around the world.

Dark Web by Hsinchun Chen

Title Dark Web
Author Hsinchun Chen
Publisher Springer Science & Business Media
Release Date 2011-12-16
Category Computers
Total Pages 454
ISBN 9781461415565
Language English, Spanish, and French
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Book Summary:

The University of Arizona Artificial Intelligence Lab (AI Lab) Dark Web project is a long-term scientific research program that aims to study and understand the international terrorism (Jihadist) phenomena via a computational, data-centric approach. We aim to collect "ALL" web content generated by international terrorist groups, including web sites, forums, chat rooms, blogs, social networking sites, videos, virtual world, etc. We have developed various multilingual data mining, text mining, and web mining techniques to perform link analysis, content analysis, web metrics (technical sophistication) analysis, sentiment analysis, authorship analysis, and video analysis in our research. The approaches and methods developed in this project contribute to advancing the field of Intelligence and Security Informatics (ISI). Such advances will help related stakeholders to perform terrorism research and facilitate international security and peace. This monograph aims to provide an overview of the Dark Web landscape, suggest a systematic, computational approach to understanding the problems, and illustrate with selected techniques, methods, and case studies developed by the University of Arizona AI Lab Dark Web team members. This work aims to provide an interdisciplinary and understandable monograph about Dark Web research along three dimensions: methodological issues in Dark Web research; database and computational techniques to support information collection and data mining; and legal, social, privacy, and data confidentiality challenges and approaches. It will bring useful knowledge to scientists, security professionals, counterterrorism experts, and policy makers. The monograph can also serve as a reference material or textbook in graduate level courses related to information security, information policy, information assurance, information systems, terrorism, and public policy.

Data Protection by Preston de Guise

Title Data Protection
Author Preston de Guise
Publisher CRC Press
Release Date 2017-03-03
Category Business & Economics
Total Pages 400
ISBN 9781351689502
Language English, Spanish, and French
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Book Summary:

This is the fundamental truth about data protection: backup is dead. Or rather, backup and recovery, as a standalone topic, no longer has relevance in IT. As a standalone topic, it’s been killed off by seemingly exponential growth in storage and data, by the cloud, and by virtualization. So what is data protection? This book takes a holistic, business-based approach to data protection. It explains how data protection is a mix of proactive and reactive planning, technology and activities that allow for data continuity. It shows how truly effective data protection comes from a holistic approach considering the entire data lifecycle and all required SLAs. Data protection is neither RAID nor is it continuous availability, replication, snapshots or backups—it is all of them, combined in a considered and measured approach to suit the criticality of the data and meet all the requirements of the business. The book also discusses how businesses seeking to creatively leverage their IT investments and to drive through cost optimization are increasingly looking at data protection as a mechanism to achieve those goals. In addition to being a type of insurance policy, data protection is becoming an enabler for new processes around data movement and data processing. This book arms readers with information critical for making decisions on how data can be protected against loss in the cloud, on-premises, or in a mix of the two. It explains the changing face of recovery in a highly virtualized data center and techniques for dealing with big data. Moreover, it presents a model for where data recovery processes can be integrated with IT governance and management in order to achieve the right focus on recoverability across the business.

Title Campaigning in the Twenty First Century
Author Dennis W. Johnson
Publisher Routledge
Release Date 2016-02-12
Category Political Science
Total Pages 153
ISBN 9781317307457
Language English, Spanish, and French
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Book Summary:

In view of the 2016 US election season, the second edition of this book analyzes the way political campaigns have been traditionally run and the extraordinary changes that have occurred since 2012. Dennis W. Johnson looks at the most sophisticated techniques of modern campaigning—micro-targeting, online fundraising, digital communication, the new media—and examines what has changed, how those changes have dramatically transformed campaigning, and what has remained fundamentally the same despite new technologies and communications. Campaigns are becoming more open and free-wheeling, with greater involvement of activists (especially through social media) and average voters alike. At the same time, they have become more professionalized, and the author has experience managing and marketing the process. Campaigning in the Twenty-First Century illustrates the daunting challenges for candidates and professional consultants as they try to get their messages out to voters. Ironically, the more open and robust campaigns become, the greater is the need for seasoned, flexible, and imaginative professional consultants. New to the Second Edition Includes coverage of the 2012 and 2014 elections, looking ahead to 2016. Updates coverage of campaign finance since the landmark Citizens United Supreme Court decision. Adds to the discussion of demographic and technological changes in elections since 2012.

Dark Ages Ii by Bryan P. Bergeron

Title Dark Ages II
Author Bryan P. Bergeron
Publisher Prentice Hall Ptr
Release Date 2002
Category Computers
Total Pages 306
ISBN STANFORD:36105110387144
Language English, Spanish, and French
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Book Summary:

Data is in danger. Discover why--and what can be done about it. Why today's approaches to data storage are courting disaster--for individuals, businesses, and civilization. What to do about it: specific, realistic solutions users can implement now.

Title The Enterprise Big Data Lake
Author Alex Gorelik
Publisher "O'Reilly Media, Inc."
Release Date 2019-02-21
Category Computers
Total Pages 224
ISBN 9781491931509
Language English, Spanish, and French
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Book Summary:

The data lake is a daring new approach for harnessing the power of big data technology and providing convenient self-service capabilities. But is it right for your company? This book is based on discussions with practitioners and executives from more than a hundred organizations, ranging from data-driven companies such as Google, LinkedIn, and Facebook, to governments and traditional corporate enterprises. You’ll learn what a data lake is, why enterprises need one, and how to build one successfully with the best practices in this book. Alex Gorelik, CTO and founder of Waterline Data, explains why old systems and processes can no longer support data needs in the enterprise. Then, in a collection of essays about data lake implementation, you’ll examine data lake initiatives, analytic projects, experiences, and best practices from data experts working in various industries. Get a succinct introduction to data warehousing, big data, and data science Learn various paths enterprises take to build a data lake Explore how to build a self-service model and best practices for providing analysts access to the data Use different methods for architecting your data lake Discover ways to implement a data lake from experts in different industries

Title The Improbability Principle
Author David J. Hand
Publisher Scientific American / Farrar, Straus and Giroux
Release Date 2014-02-11
Category Mathematics
Total Pages 288
ISBN 9780374711399
Language English, Spanish, and French
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Book Summary:

In The Improbability Principle, the renowned statistician David J. Hand argues that extraordinarily rare events are anything but. In fact, they're commonplace. Not only that, we should all expect to experience a miracle roughly once every month. But Hand is no believer in superstitions, prophecies, or the paranormal. His definition of "miracle" is thoroughly rational. No mystical or supernatural explanation is necessary to understand why someone is lucky enough to win the lottery twice, or is destined to be hit by lightning three times and still survive. All we need, Hand argues, is a firm grounding in a powerful set of laws: the laws of inevitability, of truly large numbers, of selection, of the probability lever, and of near enough. Together, these constitute Hand's groundbreaking Improbability Principle. And together, they explain why we should not be so surprised to bump into a friend in a foreign country, or to come across the same unfamiliar word four times in one day. Hand wrestles with seemingly less explicable questions as well: what the Bible and Shakespeare have in common, why financial crashes are par for the course, and why lightning does strike the same place (and the same person) twice. Along the way, he teaches us how to use the Improbability Principle in our own lives—including how to cash in at a casino and how to recognize when a medicine is truly effective. An irresistible adventure into the laws behind "chance" moments and a trusty guide for understanding the world and universe we live in, The Improbability Principle will transform how you think about serendipity and luck, whether it's in the world of business and finance or you're merely sitting in your backyard, tossing a ball into the air and wondering where it will land.

Title ICT Analysis and Applications
Author Simon Fong
Publisher Springer Nature
Release Date 2020-02-03
Category Technology & Engineering
Total Pages 584
ISBN 9789811506307
Language English, Spanish, and French
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Book Summary:

This book proposes new technologies and discusses future solutions for ICT design infrastructures, as reflected in high-quality papers presented at the 4th International Conference on ICT for Sustainable Development (ICT4SD 2019), held in Goa, India, on 5–6 July 2019. The conference provided a valuable forum for cutting-edge research discussions among pioneering researchers, scientists, industrial engineers, and students from all around the world. Bringing together experts from different countries, the book explores a range of central issues from an international perspective.

Title Data Driven Leaders Always Win
Author Jay Zaidi
Publisher Alydata
Release Date 2016-07-15
Category Business & Economics
Total Pages 212
ISBN 0997813504
Language English, Spanish, and French
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Book Summary:

Organizations are being forced to undergo a digital transformation and this is creating a tumultuous period of change for them. Those that wish to win with data must implement a data culture - a complex undertaking.

Understanding The Digital World by Brian W. Kernighan

Title Understanding the Digital World
Author Brian W. Kernighan
Publisher Princeton University Press
Release Date 2021-03-30
Category Computers
Total Pages 304
ISBN 9780691219103
Language English, Spanish, and French
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Book Summary:

A brand-new edition of the popular introductory textbook that explores how computer hardware, software, and networks work Computers are everywhere. Some are highly visible, in laptops, tablets, cell phones, and smart watches. But most are invisible, like those in appliances, cars, medical equipment, transportation systems, power grids, and weapons. We never see the myriad computers that quietly collect, share, and sometimes leak personal data about us. Governments and companies increasingly use computers to monitor what we do. Social networks and advertisers know more about us than we should be comfortable with. Criminals have all-too-easy access to our data. Do we truly understand the power of computers in our world? In this updated edition of Understanding the Digital World, Brian Kernighan explains how computer hardware, software, and networks work. Topics include how computers are built and how they compute; what programming is; how the Internet and web operate; and how all of these affect security, privacy, property, and other important social, political, and economic issues. Kernighan touches on fundamental ideas from computer science and some of the inherent limitations of computers, and new sections in the book explore Python programming, big data, machine learning, and much more. Numerous color illustrations, notes on sources for further exploration, and a glossary explaining technical terms and buzzwords are included. Understanding the Digital World is a must-read for readers of all backgrounds who want to know more about computers and communications.

The Ai Book by Ivana Bartoletti

Title The AI Book
Author Ivana Bartoletti
Publisher John Wiley & Sons
Release Date 2020-04-09
Category Business & Economics
Total Pages 304
ISBN 9781119551928
Language English, Spanish, and French
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Book Summary:

Written by prominent thought leaders in the global fintech space, The AI Book aggregates diverse expertise into a single, informative volume and explains what artifical intelligence really means and how it can be used across financial services today. Key industry developments are explained in detail, and critical insights from cutting-edge practitioners offer first-hand information and lessons learned. Coverage includes: · Understanding the AI Portfolio: from machine learning to chatbots, to natural language processing (NLP); a deep dive into the Machine Intelligence Landscape; essentials on core technologies, rethinking enterprise, rethinking industries, rethinking humans; quantum computing and next-generation AI · AI experimentation and embedded usage, and the change in business model, value proposition, organisation, customer and co-worker experiences in today’s Financial Services Industry · The future state of financial services and capital markets – what’s next for the real-world implementation of AITech? · The innovating customer – users are not waiting for the financial services industry to work out how AI can re-shape their sector, profitability and competitiveness · Boardroom issues created and magnified by AI trends, including conduct, regulation & oversight in an algo-driven world, cybersecurity, diversity & inclusion, data privacy, the ‘unbundled corporation’ & the future of work, social responsibility, sustainability, and the new leadership imperatives · Ethical considerations of deploying Al solutions and why explainable Al is so important

Title Artificial Intelligence Basics
Author Tom Taulli
Publisher Apress
Release Date 2019-08-01
Category Computers
Total Pages 187
ISBN 9781484250280
Language English, Spanish, and French
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Book Summary:

Artificial intelligence touches nearly every part of your day. While you may initially assume that technology such as smart speakers and digital assistants are the extent of it, AI has in fact rapidly become a general-purpose technology, reverberating across industries including transportation, healthcare, financial services, and many more. In our modern era, an understanding of AI and its possibilities for your organization is essential for growth and success. Artificial Intelligence Basics has arrived to equip you with a fundamental, timely grasp of AI and its impact. Author Tom Taulli provides an engaging, non-technical introduction to important concepts such as machine learning, deep learning, natural language processing (NLP), robotics, and more. In addition to guiding you through real-world case studies and practical implementation steps, Taulli uses his expertise to expand on the bigger questions that surround AI. These include societal trends, ethics, and future impact AI will have on world governments, company structures, and daily life. Google, Amazon, Facebook, and similar tech giants are far from the only organizations on which artificial intelligence has had—and will continue to have—an incredibly significant result. AI is the present and the future of your business as well as your home life. Strengthening your prowess on the subject will prove invaluable to your preparation for the future of tech, and Artificial Intelligence Basics is the indispensable guide that you’ve been seeking. What You Will Learn Study the core principles for AI approaches such as machine learning, deep learning, and NLP (Natural Language Processing) Discover the best practices to successfully implement AI by examining case studies including Uber, Facebook, Waymo, UiPath, and Stitch Fix Understand how AI capabilities for robots can improve business Deploy chatbots and Robotic Processing Automation (RPA) to save costs and improve customer service Avoid costly gotchas Recognize ethical concerns and other risk factors of using artificial intelligence Examine the secular trends and how they may impact your business Who This Book Is For Readers without a technical background, such as managers, looking to understand AI to evaluate solutions.

Storytelling With Data by Cole Nussbaumer Knaflic

Title Storytelling with Data
Author Cole Nussbaumer Knaflic
Publisher John Wiley & Sons
Release Date 2015-10-09
Category Mathematics
Total Pages 288
ISBN 9781119002260
Language English, Spanish, and French
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Book Summary:

Don't simply show your data—tell a story with it! Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for immediate application to your next graph or presentation. Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to: Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data—Storytelling with Data will give you the skills and power to tell it!

Immortality Inc by Chip Walter

Title Immortality Inc
Author Chip Walter
Publisher National Geographic Books
Release Date 2020-01-07
Category Science
Total Pages 320
ISBN 9781426219832
Language English, Spanish, and French
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Book Summary:

This gripping narrative explores today's scientific pursuit of immortality, with exclusive visits inside Silicon Valley labs and interviews with the visionaries who believe we will soon crack into the aging process and cure death. We live in an age when billionaires are betting their fortunes on laboratory advances to prove aging unnecessary and death a disease that can be cured. Researchers are delving into the mysteries of stem cells and the human genome, discovering what it means to grow old and how to keep those processes from happening. This isn't science fiction; it's real, it's serious, and it's on track to revolutionize our definitions of life and mortality. In Immortality, Inc., veteran science journalist Chip Walter gains exclusive access to the champions of this radical cause, delivering a book that brings together for the first time the visions of molecular biologist and Apple chairman Arthur Levinson, genomics entrepreneur Craig Venter, futurist Ray Kurzweil, rejuvenation trailblazer Aubrey de Grey, and stem cell expert Robert Hariri. Along the way, Walter weaves in fascinating conversations about life, death, aging, and the future of the human race.

Title Statistics A Very Short Introduction
Author David J. Hand
Publisher OUP Oxford
Release Date 2008-10-23
Category Mathematics
Total Pages 136
ISBN 9780191578922
Language English, Spanish, and French
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Book Summary:

Modern statistics is very different from the dry and dusty discipline of the popular imagination. In its place is an exciting subject which uses deep theory and powerful software tools to shed light and enable understanding. And it sheds this light on all aspects of our lives, enabling astronomers to explore the origins of the universe, archaeologists to investigate ancient civilisations, governments to understand how to benefit and improve society, and businesses to learn how best to provide goods and services. Aimed at readers with no prior mathematical knowledge, this Very Short Introduction explores and explains how statistics work, and how we can decipher them. ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly. Our expert authors combine facts, analysis, perspective, new ideas, and enthusiasm to make interesting and challenging topics highly readable.

Bulletin by National Research Council (U.S.). Highway Research Board

Title Bulletin
Author National Research Council (U.S.). Highway Research Board
Publisher Unknown
Release Date 1962
Category
Total Pages 86
ISBN UCAL:B2898612
Language English, Spanish, and French
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Book Summary: