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Understanding Statistics Using R
by Randall Schumacker Sara TomekThis book was written to provide resource materials for teachers to use in their introductory or intermediate statistics class. The chapter content is ordered along the lines of many popular statistics books so it should be easy to supplement the content and exercises with class lecture materials. The book contains R script programs to demonstrate important topics and concepts covered in a statistics course, including probability, random sampling, population distribution types, role of the Central Limit Theorem, creation of sampling distributions for statistics, and more. The chapters contain T/F quizzes to test basic knowledge of the topics covered. In addition, the book chapters contain numerous exercises with answers or solutions to the exercises provided. The chapter exercises reinforce an understanding of the statistical concepts presented in the chapters. An instructor can select any of the supplemental materials to enhance lectures and/or provide additional coverage of concepts and topics in their statistics book. This book uses the R statistical package which contains an extensive library of functions. The R software is free and easily downloaded and installed. The R programs are run in the R Studio software which is a graphical user interface for Windows. The R Studio software makes accessing R programs, viewing output from the exercises, and graphical displays easier to manage. The first chapter of the book covers the fundamentals of the R statistical package. This includes installation of R and R Studio, accessing R packages and libraries of functions. The chapter also covers how to access manuals and technical documentation, as well as, basic R commands used in the R script programs in the chapters. This chapter is important for the instructor to master so that the software can be installed and the R script programs run. The R software is free so students can also install the software and run the R script programs in the chapters. Teachers and students can run the R software on university computers, at home, or on laptop computers making it more available than many commercial software packages.
Understanding Supercomputing
by Editors of Scientific AmericanA guide to understanding supercomputing and its applications.
Understanding System.IO for .NET Core 3: Implementing Internal and Commercial Tools
by Roger VillelaTake full advantage of the .NET APIs in System.IO to achieve fundamental I/O operations and produce better quality software. You’ll start with the basics of creating a .NET Core custom library for System.IO. You will learn the purpose and benefits of a custom cross-platform .NET Core library along with the implementation architecture of the custom library components. Moving forward, you will learn how to use the .NET APIs of System.IO for getting information about resources. Here, you will go through drives, directories, files, and much more in the .NET API. You’ll discuss manipulation of resources and the environment, where you will learn how to build custom IO actions for resource manipulation followed by its properties and security. Next, you will learn special .NET API operations with System.IO with demonstrations on working with collection of resources, directories, files, and system information. Finally, you will go through the managed and unmanaged streams in the .NET API such as memory stream, file stream, and much more.After reading Understanding System.IO for .NET Core 3, you will be able to work with different features of .System.IO in .NET Core and implement its internal and commercial tools for different I/O scenarios.What You Will Learn Discover the inner workings of the System.IO BCL implementation on the .NET Core platform Work with System.IO mechanisms available through the .NET Core platform Write a custom library that encapsulates .NET APIs from System.IO Design and implement various tools in System.IO Who This Book Is ForDevelopers with prior experience of working in .NET or .NET Core.
Understanding TCP/IP
by Alena KabelováThis book is suitable for the novice and experienced system administrators, programmers, and anyone who would like to learn how to work with the TCP/IP protocol suite. It can be read even by those who have little background in networking
Understanding the Art of Sound Organization
by Leigh LandyThe first work to propose a comprehensive musicological framework to study sound-based music, a rapidly developing body of work that includes electro-acoustic art music, turntable composition, and acoustic and digital sound installations.
Understanding the Brain Function and Emotions: 8th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, Almería, Spain, June 3–7, 2019, Proceedings, Part I (Lecture Notes in Computer Science #11486)
by Hojjat Adeli José Manuel Ferrández Vicente José Ramón Álvarez-Sánchez Félix de la Paz López Javier Toledo MoreoThe two volume set LNCS 11486 and 11487 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2019, held in Almería, Spain,, in June 2019. The total of 103 contributions was carefully reviewed and selected from 190 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on understanding the brain function and emotions, addressing topics such as new tools for analyzing neural data, or detection emotional states, or interfacing with physical systems. The second volume deals with bioinspired systems and biomedical applications to machine learning and contains papers related bioinspired programming strategies and all the contributions oriented to the computational solutions to engineering problems in different applications domains, as biomedical systems, or big data solutions.
Understanding the Business of Global Media in the Digital Age
by Micky Lee Dal Yong JinThis new introductory textbook provides students with the tools they need to understand the way digital technologies have transformed the global media business of the 21st century. Focusing on three main approaches – media economics, critical political economy, and production studies – the authors provide an empirically rich analysis of ownership, organizational structures and culture, business strategies, markets, networks of strategic alliances, and state policies as they relate to global media. Examples throughout involve both traditional and digital media and are taken from different regions and countries to illustrate how the media business is influenced by interconnected historical, political, economic, and social factors. In addition to introducing today’s convergent world of global media, the book gives readers a greater understanding of their own potential roles within the global media industries.
Understanding the Creative Economy and the Future of Employment
by Charles Harvie Jorge Eduardo Fernandez-PolThe motivation of this book is simple, yet fundamental: No complete understanding of the modern economy is possible without a thorough grounding in the field of innovation as an economic activity.The book, as its title emphasizes, aims at helping readers to gain a comprehension of two inextricably linked issues: challenging innovation and the future of human work. To this end, the book integrates a triad of topics: innovation as an economic activity, modus operandi of an innovation-driven economy, and the persistent progression toward automation of human jobs.The main message conveyed by this book is that a creative economy will converge to an economy governed by smart machines aka robots, but will produce benefits if addressed in a rational manner.As to the salient features of this book, Accessibility: Accessible to readers with only cursory knowledge (if any) in economicsStyle: Adherence to a discursive, non-mathematical styleBrevity: Covers material in a succinct, easily understandable manner, drawing upon real world examplesAppendices: Each chapter is supplemented with appendices that elaborate upon pertinent real world examples and applicationsSelf-contained: All the key concepts are defined and exemplified within the bookApplicability: Uses examples that resonate with a wide audience of readers concerned about the advance of robotsNon-mathematical diagrams: Provides accessible and readily understandable figures/graphsProtective stance: Contains a rational response to the march of the robots which is useful for workers of all ages
Understanding the Digital and AI Transformation
by Byeong Gi LeeThis book offers a comprehensive and in-depth exploration of key digital and AI technologies, providing readers with a thorough understanding of the concepts and advancements driving the digital and AI transformation. Readers will gain the foundational knowledge needed to engage and keep abreast with the subject matter effectively. The chapters are organized in a systematic and logical way, starting from foundation (ICT), technologies (digital platforms, digital technologies, AI technology), and applications in industry and in society. The book addresses the critical ethical and societal issues surrounding digital and AI technologies, discusses regulatory frameworks, and explores potential solutions to these challenges. This feature is especially valuable for policymakers and general readers who need to understand the broader implications of technological advancements and make informed decisions accordingly. By including the businesses and issues of the leading platform companies like Apple, Google, Amazon, and Meta, and also by including the case studies of successful digital transformations in various industries like ENGIE, John Deere, POSCO, and Hyundai Motors, the book provides practical insights and actionable strategies. This feature is particularly valuable for professionals and academics who can learn from real-world applications and apply these lessons to their own contexts. Although the content is most relevant to professionals in the technology, business, and industry sectors who are involved in digital and AI transformation initiatives, the book is designed to be accessible to readers at any level, especially to those who want to keep abreast with the advancement of digital and AI technologies.
Understanding the Digital Generation: Teaching and Learning in the New Digital Landscape
by Ted McCain Ian Jukes Lee CrockettAn innovative look at reshaping the educational experiences of 21st-century learners! Inspiring thoughtful discussion that leads to change, this reader-friendly resource examines how the new digital landscape is transforming teaching and learning in an environment of standards, accountability, and high-stakes testing and why informed leadership is so critical. The authors present powerful strategies and compelling viewpoints, underscore the necessity of developing relevant classroom experiences, and discuss: Attributes common among digital learners; The concepts of neuroplasticity and the hyperlinked mind; An educational approach that supports traditional literacy skills alongside 21st-century fluencies; Evaluation methods that encompass how digital generation students process new information.
Understanding the Digital Revolution: A Beginner's Guide to the Internet and the Web
by Christoph Meinel Maxim AsjomaHow does the most important technology of our time - the Internet and WWW – work? The authors explain in simple language and in short the individual technical building blocks and organizational structures, behind the greatest innovation of our time. Only those who know how the technologies that determine our everyday lives can deal with them confidently and in souvereignity. Although digitalization is shaping our daily lives, the technologies behind the Internet and WWW remain obscure to most people. This book provides the key to understanding the huge developments of our time.
Understanding the Digital Transformation of Socio-Economic-Technological Systems: Dedicated to the 120th Anniversary of Economic Education at Peter the Great St. Petersburg Polytechnic University (Lecture Notes in Networks and Systems #951)
by Tatiana Kudryavtseva Mohammed Ali Berawi Tessaleno Campos Devezas Sergey Evgenievich BarykinThis book is dedicated to the 120th anniversary of economic education at Peter the Great St. Petersburg Polytechnic University (SPbPU). It gathers the best and most recent research materials of scientists from SPbPU’s Institute of Industrial Management, Economics and Trade and their colleagues from other universities.This book reflects many years of experience, unique results and interesting discoveries made by collaborative teams exploring the following issues: engineering economics, sustainable development and other topics related to the digitalization of enterprises, industries and systems; digital transformation of the service market in the face of global challenges; automation of enterprise control systems, digital and data management solutions for business; socio-economic development and territorial management in the era of Industry 4.0, etc. This book offers various views on challenges faced by today's economy and industry that are undoubtedly relevant to readers of almost all categories: from students to practitioners and scientists, but mostly for researchers.
Understanding the Digital World: What You Need to Know about Computers, the Internet, Privacy, and Security
by Brian W. KernighanComputers are everywhere. Some of them 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 vast amounts of personal data about us. Through computers, governments and companies increasingly monitor what we do. Social networks and advertisers know far more about us than we should be comfortable with, using information we freely give them. Criminals have all-too-easy access to our data. Do we truly understand the power of computers in our world?Understanding the Digital World explains how computer hardware, software, networks, and systems work. Topics include how computers are built and how they compute; what programming is and why it is difficult; how the Internet and the web operate; and how all of these affect our security, privacy, property, and other important social, political, and economic issues. This book also touches on fundamental ideas from computer science and some of the inherent limitations of computers. It includes numerous color illustrations, notes on sources for further exploration, and a glossary to explain technical terms and buzzwords.Understanding the Digital World is a must-read for all who want to know more about computers and communications. It explains, precisely and carefully, not only how they operate but also how they influence our daily lives, in terms anyone can understand, no matter what their experience and knowledge of technology.
Understanding the Digital World: What You Need to Know about Computers, the Internet, Privacy, and Security, Second Edition
by Brian W. KernighanA brand-new edition of the popular introductory textbook that explores how computer hardware, software, and networks workComputers 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.
Understanding the Impact of Machine Learning on Labor and Education: A Time-Dependent Turing Test (SpringerBriefs in Philosophy)
by Joseph GanemThis book provides a novel framework for understanding and revising labor markets and education policies in an era of machine learning. It posits that while learning and knowing both require thinking, learning is fundamentally different than knowing because it results in cognitive processes that change over time. Learning, in contrast to knowing, requires time and agency. Therefore, “learning algorithms”—that enable machines to modify their actions based on real-world experiences—are a fundamentally new form of artificial intelligence that have potential to be even more disruptive to labor markets than prior introductions of digital technology. To explore the difference between knowing and learning, Turing’s “Imitation Game,”—that he proposed as a test for machine thinking—is expanded to include time dependence. The arguments presented in the book introduce three novel concepts: (1) Comparative learning advantage: This is a concept analogous to comparative labor advantage but arises from the disparate times required to learn new knowledge bases/skillsets. It is argued that in the future, comparative learning advantages between humans and machines will determine their division of labor. (2) Two dimensions of job performance—expertise and interpersonal: Job tasks can be sorted into two broad categories. Tasks that require expertise have stable endpoints, which makes these tasks inherently repetitive and subject to automation. Tasks that are interpersonal are highly context-dependent and lack stable endpoints, which makes these tasks inherently non-routine. Humans compared to machines have a comparative learning advantage along the interpersonal dimension, which is increasing in value economically. (3) The Learning Game is a time-dependent version of Turing’s “Imitation Game.” It is more than a thought experiment. The “Learning Game” provides a mathematical framework with quantitative criteria for training and assessing comparative learning advantages. The book is highly interdisciplinary—presenting philosophical arguments in economics, artificial intelligence, and education. It also provides data, mathematical analysis, and testable criteria that researchers in these fields will find of practical use. The book calls for a rethinking of how labor markets operate and how the education system should prepare students for future jobs. It concludes with a list of counterintuitive recommendations for future education and labor policies that all stakeholders—employers, employees, educators, students, and political leaders—should heed.
Understanding the Linux Kernel: From I/O Ports to Process Management
by Daniel P. Bovet Marco CesatiIn order to thoroughly understand what makes Linux tick and why it works so well on a wide variety of systems, you need to delve deep into the heart of the kernel. The kernel handles all interactions between the CPU and the external world, and determines which programs will share processor time, in what order. It manages limited memory so well that hundreds of processes can share the system efficiently, and expertly organizes data transfers so that the CPU isn't kept waiting any longer than necessary for the relatively slow disks.The third edition of Understanding the Linux Kernel takes you on a guided tour of the most significant data structures, algorithms, and programming tricks used in the kernel. Probing beyond superficial features, the authors offer valuable insights to people who want to know how things really work inside their machine. Important Intel-specific features are discussed. Relevant segments of code are dissected line by line. But the book covers more than just the functioning of the code; it explains the theoretical underpinnings of why Linux does things the way it does.This edition of the book covers Version 2.6, which has seen significant changes to nearly every kernel subsystem, particularly in the areas of memory management and block devices. The book focuses on the following topics:Memory management, including file buffering, process swapping, and Direct memory Access (DMA) The Virtual Filesystem layer and the Second and Third Extended FilesystemsProcess creation and schedulingSignals, interrupts, and the essential interfaces to device driversTimingSynchronization within the kernelInterprocess Communication (IPC) Program executionUnderstanding the Linux Kernel will acquaint you with all the inner workings of Linux, but it's more than just an academic exercise. You'll learn what conditions bring out Linux's best performance, and you'll see how it meets the challenge of providing good system response during process scheduling, file access, and memory management in a wide variety of environments. This book will help you make the most of your Linux system.
Understanding the Linux Kernel, 2nd Edition
by Daniel P. Bovet Marco CesatiThe new edition of Understanding the Linux Kernel takes you on a guided tour through the most significant data structures, many algorithms, and programming tricks used in the kernel. The book has been updated to cover version 2.4 of the kernel, which is quite different from version 2.2: the virtual memory system is entirely new, support for multiprocessor systems is improved, and whole new classes of hardware devices have been added. You'll learn what conditions bring out Linux's best performance, and how it meets the challenge of providing good system response during process scheduling, file access, and memory management in a wide variety of environments.
Understanding the Linux Kernel, 3rd Edition
by Daniel P. Bovet Marco CesatiIn order to thoroughly understand what makes Linux tick and why it works so well on a wide variety of systems, you need to delve deep into the heart of the kernel. The kernel handles all interactions between the CPU and the external world, and determines which programs will share processor time, in what order. It manages limited memory so well that hundreds of processes can share the system efficiently, and expertly organizes data transfers so that the CPU isn't kept waiting any longer than necessary for the relatively slow disks. The third edition of Understanding the Linux Kernel takes you on a guided tour of the most significant data structures, algorithms, and programming tricks used in the kernel. Probing beyond superficial features, the authors offer valuable insights to people who want to know how things really work inside their machine. Important Intel-specific features are discussed. Relevant segments of code are dissected line by line. But the book covers more than just the functioning of the code; it explains the theoretical underpinnings of why Linux does things the way it does. This edition of the book covers Version 2.6, which has seen significant changes to nearly every kernel subsystem, particularly in the areas of memory management and block devices. The book focuses on the following topics: * Memory management, including file buffering, process swapping, and Direct memory Access (DMA) * The Virtual Filesystem layer and the Second and Third Extended Filesystems * Process creation and scheduling * Signals, interrupts, and the essential interfaces to device drivers * Timing * Synchronization within the kernel * Interprocess Communication (IPC) * Program execution Understanding the Linux Kernel will acquaint you with all the inner workings of Linux, but it's more than just an academic exercise. You'll learn what conditions bring out Linux's best performance, and you'll see how it meets the challenge of providing good system response during process scheduling, file access, and memory management in a wide variety of environments. This book will help you make the most of your Linux system.
Understanding the Manufacturing Process: Key to Successful Cad/cam Implementation
by Joseph Harrington Jr.This book approaches manufacturing as a basic problem of making a desired end-product from bulk raw materials. It encompasses the entire gamut of activities from product concept to maintenance of past products in the field, and everything in between.
Understanding the Metaverse: Applications, Challenges, and the Future (Blockchain Technologies)
by Keshav Kaushik Gunjan ChhabraThis book highlights the numerous potentials and concerns involved with using the metaverse. Furthermore, the project discusses countermeasures to protect any firm from these risks. Insights into practical solutions may assist organizations in using this new business model by raising awareness and preparing them to improve. The book helps readers get insights into technology's future, i.e., the metaverse. The application areas of the metaverse is quite vast, but it also includes security and privacy issues. Addressing the security issues is the need of the hour. Developers are designing the applications, and users are ready to use them, but on the other side, many security issues need to be focused on. Hence, along with the applications, this book helps the reader understand these hidden security and privacy issues.
Understanding the Metaverse: A Business and Ethical Guide
by Nicola RosaAn expansive discussion of the mechanics, framework, and implications of the metaverse In Understanding the Metaverse: A Business and Ethical Guide, expert product and customer experience strategist Nick Rosa delivers a timely exploration of what is bound to be one of the most important technologies of our time. The author explains the technology that underpins the metaverse as it exists today and that will form the basis for its rapid evolution in the future. He also describes the commercial, ethical, and sociological implications of this technology, showing you the threats and opportunities that individuals and businesses are likely to encounter as they approach the metaverse for the first time. In the book, you'll discover: How the technology is shaping the human evolution and society How game mechanics and experience design are key to unlock the full potential of the Metaverse unlocking a new frontier for social interaction How Blockchain, digital currencies, and tokenomics are opening a new financial landscape for brands, creators and communities How Artificial intelligence and deep learning will shape the way businesses will conduct commerce in the Metaverse The ethical implications of designing highly emotionally impactful immersive experiences The potential dangers derived by the misuse of biometric and personal data to exploit consumer behaviour and for mass manipulation A thoroughly insightful discussion of a fascinating intersection of technology and humanity, Understanding the Metaverse belongs on the bookshelves of business leaders, technology enthusiasts, marketers, entrepreneurs, and anyone else with an interest in the next frontier of human achievement.
Understanding the New European Data Protection Rules
by Paul LambertCompared to the US, European data and privacy protection rules seem Draconian. The European rules apply to any enterprise doing business in the EU. The new rules are far more stringent than the last set. This book is a quick guide to the directives for companies, particularly US, that have to comply with them. Where US organizations and businesses who collect or receive EU personal data fail to comply with the rule, the bottom line can suffer from very significant official fines and penalties, as well as from users, customers or representative bodies to pursuing litigation. This guide is essential for all US enterprises who directly or indirectly deal with EU personal data.
Understanding the Role of Business Analytics: Some Applications
by Hardeep Chahal Jeevan Jyoti Jochen WirtzThis book encompasses empirical evidences to understand the application of data analytical techniques in emerging contexts. Varied studies relating to manufacturing and services sectors including healthcare, banking, information technology, power, education sector etc. stresses upon the systematic approach followed in applying the data analytical techniques; and also analyses how these techniques are effective in decision-making in different contexts. Especially, the application of regression modeling, financial modelling, multi-group modeling, cluster analysis, and sentiment analysis will help the readers in understanding critical business scenarios in the best possible way, and which later can help them in arriving at best solution for the business related problems. The individual chapters will help the readers in understanding the role of specific data analytic tools and techniques in resolving business operational issues experienced in manufacturing and service organisations in India and in developing countries. The book offers a relevant resource that will help readers in the application and interpretation of data analytical statistical practices relating to emerging issues like customer experience, marketing capability, quality of manufactured products, strategic orientation, high-performance human resource policy, employee resilience, financial resources, etc. This book will be of interest to a professional audience that include practitioners, policy makers, NGOs, managers and employees as well as academicians, researchers and students.
Understanding the Technology Behind Online Offending: A Guide for Professionals in the Criminal Justice System
by Christopher Wise Jennifer BamfordUnderstanding the Technology Behind Online Offending: A Guide for Professionals in the Criminal Justice System is a non-technical explanation of online offences by a cybersecurity expert, bridging the gap between the high-tech world of cybercrime and the non-technical professionals working within it.The book begins by equipping the reader with a foundational understanding of how the internet works before exploring the various ways that people can exploit the Internet to commit crimes. The reader is then introduced to some of the sophisticated ways that individuals may evade detection before we explore the organisations fighting to prevent and capture those offending online. The book includes a contributory chapter from solicitors at Stone King LLP to help the reader understand how the law is evolving to prosecute offenders. There is a further contributory chapter from psychologist Dr Ruth J Tully who discusses psychological risk assessment with those who offend online. The book concludes with important chapters looking at how professionals can keep themselves safe online, and future directions of the internet.The book's intended audience includes all professionals who work with those who commit online offences, such as psychologists, solicitors, social workers, probation officers and police officers. The book is also suitable for those in training or graduate education.
Understanding Users: Designing Experience through Layers of Meaning
by Andrew DillonGrounded in the user-centered design movement, this book offers a broad consideration of how our civilization has evolved its technical infrastructure for human purpose to help us make sense of our contemporary information infrastructure and online existence. The author incorporates historical, cultural, and aesthetic approaches to situating information and its underlying technologies across time in the collective, lived experiences of humanity. In today’s digital environment, user experience is vital to the success of any product or service. Yet as the user population expands to include us all, designing for people who vary in skills, abilities, preferences, and backgrounds is challenging. This book provides an integrated understanding of users, and the methods that have evolved to identify usability challenges, that can facilitate cohesive and earlier solutions. The book treats information creation and use as a core human behavior based on acts of representation and recording that humans have always practiced. It suggests that the traditional ways of studying information use, with their origins in the distinct layers of social science theories and models is limiting our understanding of what it means to be an information user and hampers our efforts at being truly user-centric in design. Instead, the book offers a way of integrating the knowledge base to support a richer view of use and users in design education and evaluation. Understanding Users is aimed at those studying or practicing user-centered design and anyone interested in learning how people might be better integrated in the design of new technologies to augment human capabilities and experiences.