As data management continues to evolve rapidly, managing all of your data in a central place, such as a data warehouse, is no longer scalable. Today's world is about quickly turning data into value. This requires a paradigm shift in the way we federate responsibilities, manage data, and make it available to others. With this practical book, you'll learn how to design a next-gen data architecture that takes into account the scale you need for your organization. Executives, architects and engineers, analytics teams, and compliance and governance staff will learn how to build a next-gen data landscape. Author Piethein Strengholt provides blueprints, principles, observations, best practices, and patterns to get you up to speed. Examine data management trends, including regulatory requirements, privacy concerns, and new developments such as data mesh and data fabric Go deep into building a modern data architecture, including cloud data landing zones, domain-driven design, data product design, and more Explore data governance and data security, master data management, self-service data marketplaces, and the importance of metadata

ITIL 4 is the latest evolution of the leading best-practice framework for ITSM (IT service management). It has been significantly updated from ITIL v3 and addresses new ITSM challenges, includes new technologies and incorporates new ways of working. ITIL Foundation Essentials - ITIL 4 Edition* is the ultimate revision guide for candidates preparing for the ITIL 4 Foundation exam. It is fully aligned with the Foundation course syllabus and gives a clear and concise overview of the facts. You can use it in place of writing revision notes, giving you more time to focus on learning the information you need to pass the exam. Whether you are taking an ITIL 4 Foundation training course or are a self-study candidate, new to the framework or looking to upgrade your ITIL 2011 certification, this guide is the essential companion. It: -Provides definitions of the key terms and concepts used in ITIL 4; -Presents detailed information in clear, user-friendly and easy-to-follow ways through tables, bullet points and diagrams; and -Explains the key figures and diagrams in the ITIL syllabus. New for the ITIL 4 Edition: -Fully updated to reflect the changes introduced in ITIL 4. -New sections on the guiding principles of ITIL and the four dimensions of service management. -Updated overview of the ITIL Foundation exam.

Authoritative reference on the state of the art in the field with additional coverage of important foundational concepts Advances in Electromagnetics Empowered by Artificial Intelligence and Deep Learning presents cutting-edge research advances in the rapidly growing areas in optical and RF electromagnetic device modeling, simulation, and inverse-design. The text provides a comprehensive treatment of the field on subjects ranging from fundamental theoretical principles and new technological developments to state-of-the-art device design, as well as examples encompassing a wide range of related sub-areas. The content of the book covers all-dielectric and metallodielectric optical metasurface deep learning-accelerated inverse-design, deep neural networks for inverse scattering, applications of deep learning for advanced antenna design, and other related topics. To aid in reader comprehension, each chapter contains 10-15 illustrations, including prototype photos, line graphs, and electric field plots. Contributed to by leading research groups in the field, sample topics covered in Advances in Electromagnetics Empowered by Artificial Intelligence and Deep Learning include: Optical and photonic design, including generative machine learning for photonic design and inverse design of electromagnetic systems RF and antenna design, including artificial neural networks for parametric electromagnetic modeling and optimization and analysis of uniform and non-uniform antenna arrays Inverse scattering, target classification, and other applications, including deep learning for high contrast inverse scattering of electrically large structures Advances in Electromagnetics Empowered by Artificial Intelligence and Deep Learning is a must-have resource on the topic for university faculty, graduate students, and engineers within the fields of electromagnetics, wireless communications, antenna/RF design, and photonics, as well as researchers at large defense contractors and government laboratories.

Written by an award-winning classroom teacher with years of experience integrating moviemaking into curriculum, this book offers quick-start lesson plans for any content area and grade level, helping students amplify their voices and effect change through moviemaking. Our world hinges on storytelling and the ways in which stories can be told are always evolving. For students to become future-ready, confident creators of original content, they need opportunities to share their stories. Moviemaking helps students showcase their learning, process their lives and connect with others in a meaningful way. Moviemaking in the Classroom breaks down the process of digital storytelling to help teachers plan efficient and effective instructional sequences. The book provides guidance on how to purposefully build visual and audio literacy skills to improve student work and increase student efficacy in the creative process. Also included are practical suggestions for removing barriers from the storytelling process, such as how to provide more opportunities for students to tell their stories during a single academic year. This book: Shows teachers how to create efficient and effective lesson sequences with digital storytelling in mind, particularly in a blended learning environment. Supports teachers who are new to digital storytelling by showing the impact and importance of providing students with multiple opportunities to tell their stories. Offers project ideas for teachers already implementing digital storytelling in their classes and shows how to streamline workflow and improve their professional practice. Supports distance and remote learning through a full chapter on strategies for applying these practices to a distance learning environment. Fosters diversity, inclusion and student empowerment by showcasing student examples on topics including racism, death and illness, immigration, gun violence and pollution. This book provides insight, inspiration and practical ideas to empower teachers of all content areas to implement moviemaking projects with their students using best practices.

Explore the concepts, algorithms, and applications underlying federated learning In Federated Learning for Future Intelligent Wireless Networks, a team of distinguished researchers delivers a robust and insightful collection of resources covering the foundational concepts and algorithms powering federated learning, as well as explanations of how they can be used in wireless communication systems. The editors have included works that examine how communication resource provision affects federated learning performance, accuracy, convergence, scalability, and security and privacy. In the book, readers will explore a wide range of topics that show how federated learning algorithms, concepts, and design and optimization issues that apply to wireless communications. Readers will also find: A thorough introduction to the fundamental concepts and algorithms of federated learning, including horizontal, vertical, and hybrid FL Comprehensive explorations of wireless communication network design and optimization for federated learning Practical discussions of novel federated learning algorithms and frameworks for future wireless networks Expansive case studies in edge intelligence, autonomous driving, IoT, MEC, blockchain, and content caching and distribution Perfect for electrical and computer science engineers, researchers, professors, and postgraduate students with an interest in machine learning, Federated Learning for Future Intelligent Wireless Networks will also benefit regulators and institutional actors responsible for overseeing and making policy in the area of artificial intelligence.

Understand microgrids and networked microgrid systems Microgrids are interconnected groups of energy sources that operate together, capable of connecting with a larger grid or operating independently as needed and network conditions require. They can be valuable sources of energy for geographically circumscribed areas with highly targeted energy needs, and for remote or rural areas where continuous connection with a larger grid is difficult. Microgrids' controllability makes them especially effective at incorporating renewable energy sources. Microgrids: Theory and Practice introduces readers to the analysis, design, and operation of microgrids and larger networked systems that integrate them. It brings to bear both cutting-edge research into microgrid technology and years of industry experience in designing and operating microgrids. Its discussions of core subjects such as microgrid modeling, control, and optimization make it an essential short treatment, valuable for both academic and industrial study. Readers will acquire the skills needed to address existing problems and meet new ones as this crucial area of power engineering develops. Microgrids: Theory and Practice also features: Incorporation of new cyber-physical system technologies for enabling microgrids as resiliency resources Theoretical treatment of a wide range of subjects including smart programmable microgrids, distributed and asynchronous optimization for microgrid dispatch, and AI-assisted microgrid protection Practical discussion of real-time microgrids simulations, hybrid microgrid design, transition to renewable microgrid networks, and more Microgrids: Theory and Practice is ideal as a textbook for graduate and advanced undergraduate courses in power engineering programs, and a valuable reference for power industry professionals looking to address the challenges posed by microgrids in their work.

Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala

Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by saving interlinked descriptions of entities (objects, events, situations, or abstract concepts) while encoding the semantics underlying the terminology. How do you create a knowledge graph? And how do you move it from theory into practice? Using hands-on examples, this practical book shows data scientists and data practitioners how to build their own custom knowledge graphs. Authors Jesus Barrasa and Jim Webber from Neo4j illustrate patterns commonly used for building knowledge graphs that solve many of today's pressing problems. You'll quickly discover how these graphs become exponentially more useful as you add more data. Learn the organizing principles necessary to build a knowledge graph Explore how graph databases serve as a foundation for knowledge graphs Understand how to import structured and unstructured data into your graph Follow examples to build integration-and-search knowledge graphs Understand what pattern detection knowledge graphs help you accomplish Explore dependency knowledge graphs through examples Use examples of natural language knowledge graphs and chatbots

The Charter of the United Nations was signed in 1945 by 51 countries representing all continents, paving the way for the creation of the United Nations on 24 October 1945. The Statute of the International Court of Justice forms part of the Charter. The aim of the Charter is to save humanity from war; to reaffirm human rights and the dignity and worth of the human person; to proclaim the equal rights of men and women and of nations large and small; and to promote the prosperity of all humankind. The Charter is the foundation of international peace and security.

Whether you think you know it all, or know that you don't, this book gives you expert tips on working with the Controlling component in SAP ERP. This second edition comes with the same valuable tips from the first edition, plus an additional 10 bonus tips. Get ready to add to your Controlling arsenal, and replace some cumbersome techniques you've been using. SAP PRESS equips you with ""110 Things,"" that unlock the secrets of working with the Controlling component in SAP!In this book, users of all levels will: Save time: With the shortcuts and workarounds provided, you'll learn how to complete your daily business and financial maintenance, analysis, and reporting faster and more elegantly. Learn quickly: Full of screenshots and instructions, this book will help you pick up new tips and tricks in no time, such as removing tax warnings when posting documents. Develop new skills: You'll discover new ways of doing your work and find yourself saying, 'I wish I'd known how to do this a long time ago!', Highlights: Cost center accounting Internal orders Product cost planning Cost object controlling Material ledger Profitability analysis Information system General Controlling activities

The Essential Minecraft Dungeons Guide is full of game-busting tips and info on magic, weapons, combat skills, multiplayer tricks and more. It's all you need to defeat the Arch-Illager and save the day! No two games of Minecraft Dungeons are the same, so you're going to need this independent and unofficial handbook to find out everything about the best weapons, power-ups, items and strategies. The book even includes a full list of enemies you'll encounter, so you'll be completely prepared. No Minecraft Dungeons player should venture into the darkness without it!

Printed in full color.Software development happens in your head. Not in an editor, IDE, or designtool. You're well educated on how to work with software and hardware, but what about "wetware"--our own brains? Learning new skills and new technology is critical to your career, and it's all in your head.In this book by Andy Hunt, you'll learn how our brains are wired, and how to take advantage of your brain's architecture. You'll learn new tricks and tipsto learn more, faster, and retain more of what you learn.You need a pragmatic approach to thinking and learning. You need to "Refactor Your Wetware."Programmers have to learn constantly; not just the stereotypical new technologies, but also the problem domain of the application, the whims of the user community, the quirks of your teammates, the shifting sands of the industry, and the evolving characteristics of the project itself as it is built. We'll journey together through bits of cognitive and neuroscience, learning and behavioral theory. You'll see some surprising aspects of how our brains work, and how you can take advantage of the system to improve your own learning and thinking skills.

In this book you'll learn how to: Use the Dreyfus Model of Skill Acquisition to become more expertLeverage the architecture of the brain to strengthen different thinking modesAvoid common "known bugs" in your mindLearn more deliberately and more effectivelyManage knowledge more efficiently

Handbook of Human-Machine Systems Insightful and cutting-edge discussions of recent developments in human-machine systems In Handbook of Human-Machine Systems, a team of distinguished researchers delivers a comprehensive exploration of human-machine systems (HMS) research and development from a variety of illuminating perspectives. The book offers a big picture look at state-of-the-art research and technology in the area of HMS. Contributing authors cover Brain-Machine Interfaces and Systems, including assistive technologies like devices used to improve locomotion. They also discuss advances in the scientific and engineering foundations of Collaborative Intelligent Systems and Applications. Companion technology, which combines trans-disciplinary research in fields like computer science, AI, and cognitive science, is explored alongside the applications of human cognition in intelligent and artificially intelligent system designs, human factors engineering, and various aspects of interactive and wearable computers and systems. The book also includes: A thorough introduction to human-machine systems via the use of emblematic use cases, as well as discussions of potential future research challenges Comprehensive explorations of hybrid technologies, which focus on transversal aspects of human-machine systems Practical discussions of human-machine cooperation principles and methods for the design and evaluation of a brain-computer interface Perfect for academic and technical researchers with an interest in HMS, Handbook of Human-Machine Systems will also earn a place in the libraries of technical professionals practicing in areas including computer science, artificial intelligence, cognitive science, engineering, psychology, and neurobiology.

An in-depth assessment of innovations in military information technology informs hypothetical outcomes for artificial intelligence adaptations In the coming decades, artificial intelligence (AI) could revolutionize the way humans wage war. The military organizations that best innovate and adapt to this AI revolution will likely gain significant advantages over their rivals. To this end, great powers such as the United States, China, and Russia are already investing in novel sensing, reasoning, and learning technologies that will alter how militaries plan and fight. The resulting transformation could fundamentally change the character of war. In Information in War, Benjamin Jensen, Christopher Whyte, and Scott Cuomo provide a deeper understanding of the AI revolution by exploring the relationship between information, organizational dynamics, and military power. The authors analyze how militaries adjust to new information communication technology historically to identify opportunities, risks, and obstacles that will almost certainly confront modern defense organizations as they pursue AI pathways to the future. Information in War builds on these historical cases to frame four alternative future scenarios exploring what the AI revolution could look like in the US military by 2040.

• Utilizes case studies from different disciplines and sectors within engineering and other related technical areas to demonstrate how to go from data, to insight, and to decision making • Introduces various approaches to build models that exploits different algorithms • Discusses predictive models that can be built through machine learning and used to mine patterns from large datasets • Explores the augmentation of technical and mathematical materials with explanatory worked examples • Includes a glossary, lecture notes, self-assessments, and worked-out practice exercises

1. Provides cutting edge AI applications in water sector. 2. Highlights the environmental models used by experts in different countries. 3. Discusses various types of models using AI and its tools for achieving sustainable development in water and groundwater. 4. Includes case studies and recent research directions for environmental issues in water sector. 5. Addresses future aspects and innovation in AI field related to water sustainability.

Information and Communications Technology (ICT) has been the focus of much debate and development within education, especially in the primary sector. This text offers tried and tested ideas for using IT effectively across the whole primary curriculum.

A unique set of 100 cards with over 200 TikTok challenges for you to shoot and upload, from lip synchs, dances and dares to ridiculous pranks.

ARE YOU READY FOR AN AMAZING NEW EDITION OF THE PHOTOSHOP BOOK THAT BREAKS ALL THE RULES? Scott Kelby, Editor and Publisher of Photoshop User magazine—and the #1 best-selling photography techniques author—once again takes this book to a whole new level as he uncovers more of the latest, most important, and most useful Adobe Photoshop techniques for photographers. This update to his award-winning, record-breaking book does something for digital photographers that has never been done before—it cuts through the bull and shows you exactly “how to do it.� It’s not a bunch of theory; it doesn’t challenge you to come up with your own settings or figure it out on your own. Instead, Scott shows you step by step the exact techniques used by today’s cutting-edge photographers, and best of all, he shows you flat-out exactly which settings to use, when to use them, and why. That’s why editions of this book are widely used as the official study guide in photography courses at colleges and universities around the world. The photographer’s workflow in Photoshop has evolved greatly over time and, in the latest edition of this book, you’ll learn how to leverage Photoshop’s new AI-powered masking features and how to spend less time on boring production tasks, so you can spend more time being creative. Plus, you’ll learn: The most useful retouching techniques for photographers, such as how to make “impossible� selections, like wind-blown hair (it’s easy, once you know the secrets), and how to use layers like a pro. The sharpening techniques the pros really use. The pros’ tricks for fixing the most common photo problems fast! How to seamlessly remove distracting things from your images. How to make the most of Camera Raw and when to work it into your workflow, even if you never shoot in RAW—it works great on JPEGs and TIFFs, too. The latest Photoshop special effects for photographers (there’s a whole chapter just on these!). A host of shortcuts, workarounds, and slick “insider� tricks to help you get twice the work done in half the time. You also get four online bonus chapters with even more content, along with the images used in the book, for download, so you can follow right along. If you’re ready to learn all the “tricks of the trade�—the same ones that today’s leading pros use to correct, edit, retouch, and sharpen their work—then you’re holding the book that will do just that.

A compelling firsthand investigation of how social media and big data have amplified the close relationship between privacy and inequality   Online privacy is under constant attack by social media and big data technologies. But we cannot rely on individual actions to remedy this—it is a matter of social justice. Alice E. Marwick offers a new way of understanding how privacy is jeopardized, particularly for marginalized and disadvantaged communities—including immigrants, the poor, people of color, LGBTQ+ populations, and victims of online harassment.   Marwick shows that few resources or regulations for preventing personal information from spreading on the internet. Through a new theory of “networked privacy,� she reveals how current legal and technological frameworks are woefully inadequate in addressing issues of privacy—often by design. Drawing from interviews and focus groups encompassing a diverse group of Americans, Marwick shows that even heavy social media users care deeply about privacy and engage in extensive “privacy work� to protect it. But people are up against the violation machine of the modern internet. Safeguarding privacy must happen at the collective level.

The prefix "hyper" refers to multiplicity and abundance. More than a physical space, a hypercity is a real city overlaid with information networks that document the past, catalyze the present, and project future possibilities. Hypercities are always under construction. Todd Presner, David Shepard, and Yoh Kawano put digital humanities theory into practice to chart the proliferating cultural records of places around the world. A digital platform transmogrified into a book, it explains the ambitious online project of the same name that maps the historical layers of city spaces in an interactive, hypermedia environment. The authors examine the media archaeology of Google Earth and the cultural-historical meaning of map projections, and explore recent events-the "Arab Spring" and the Fukushima nuclear power plant disaster-through social media mapping that incorporates data visualizations, photographic documents, and Twitter streams. A collaboratively authored and designed work, HyperCities includes a "ghost map" of downtown Los Angeles, polyvocal memory maps of LA's historic Filipinotown, avatar-based explorations of ancient Rome, and hour-by-hour mappings of the Tehran election protests of 2009. Not a book about maps in the literal sense, HyperCities describes thick mapping: the humanist project of participating and listening that transforms mapping into an ethical undertaking. Ultimately, the digital humanities do not consist merely of computer-based methods for analyzing information. They are a means of integrating scholarship with the world of lived experience, making sense of the past in the layered spaces of the present for the sake of the open future.

Learn How to Create Immersive Virtual Environments Written by an award-winning designer with 20 years of experience designing virtual environments for television and online communities, Virtual World Design explores the intertwining disciplines of 2D graphics, 3D models, lighting, sound, and storytelling. It illustrates how these disciplines come together by design in the creation of an accessible virtual environment for teaching, research, and entertainment. The book gives anyone the tools and techniques to design virtual environments that support their message and are accessible by all. With 200 illustrations and 12 step-by-step projects, the book delivers hours of creative challenges for people working in public virtual worlds or on private grids. Using the modular components available for download on the author‘s website, readers learn by building such things as a virtual classroom, an "all-access" terrain, and a sound-based game. This book can be the foundation for class work in distance learning, simulation, and other learning technologies that use virtual environments. It shows both novices and advanced users how 3D composition, color, lighting, and sound design are used in the creation of an immersive virtual environment.

Technopoles - planned centres for the promotion for high- technology industry - have become a key feature of national economic development worldwide. Created out of a technological revolution, the formation of the global economy and the emergence of a new form of economic production and management, they constitute the mines and foundries of the information age, redefining the conditions and processes of local and regional development. This book is the first systematic survey of technopoles in all manifestations: science parks, science cities, national technopoles and technobelt programmes. Detailed case studies, ranging from the Silicon Valley to Siberia and from the M4 Corridor to Taiwan, relate how global technopoles have developed, what each is striving to achieve and how well it is succeeding. Technopoles of the World distills the lessons learnt from the successes and failures, embracing a host of disparate concepts and a few myths, and offering guidelines for national, regional and local planners and developers worldwide.