- Table View
- List View
Implementing MLOps in the Enterprise
by Yaron Haviv Noah GiftWith demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle challenges that prevent many businesses from moving ML models to production.Authors Yaron Haviv and Noah Gift take a production-first approach. Rather than beginning with the ML model, you'll learn how to design a continuous operational pipeline, while making sure that various components and practices can map into it. By automating as many components as possible, and making the process fast and repeatable, your pipeline can scale to match your organization's needs.You'll learn how to provide rapid business value while answering dynamic MLOps requirements. This book will help you:Learn the MLOps process, including its technological and business valueBuild and structure effective MLOps pipelinesEfficiently scale MLOps across your organizationExplore common MLOps use casesBuild MLOps pipelines for hybrid deployments, real-time predictions, and composite AILearn how to prepare for and adapt to the future of MLOpsEffectively use pre-trained models like HuggingFace and OpenAI to complement your MLOps strategy
Proceedings of the International Conference on Computer, Information Technology and Intelligent Computing (Atlantis Highlights in Computer Sciences #10)
by Su-Cheng Haw Kalaiarasi Sonai MuthuThis is an open access book.The 2nd International Conference on Computer, Information Technology and Intelligent Computing (CITIC 2022) will be held on 25-27 July 2022 virtually. This conference is being co-organized by Faculty of Computing & Informatics (FCI) and Faculty of Information Science Technology (FIST), Multimedia University. CITIC 2022 aims to bring together leading academic scientists, researchers and research scholars to exchange and share their experiences and research results on all aspects of Frontiers in Computer, Information Technology and Intelligent Computing. It also provides a premier interdisciplinary platform for researchers, practitioners and educators to present and discuss the most recent innovations, trends, and concerns as well as practical challenges encountered and solutions adopted in the fields of Computer, Information Technology and Intelligent Computing. This is an open access book.
Will Artificial Intelligence Outsmart Us? (Brief Answers, Big Questions)
by Stephen Hawking'Real science can be far stranger than science fiction, and much more satisfying'Will artificial intelligence outsmart us?Is there other intelligent life in the universe?Throughout his extraordinary career, Stephen Hawking expanded our understanding of the universe and unravelled some of its greatest mysteries. Will Artificial Intelligence Outsmart Us? considers the threat of artificial super-intelligence - as well as the likelihood of intelligent life beyond our planet.'Modest, profound and sometimes very funny' Sunday TimesBrief Answers, Big Questions: this stunning paperback series offers electrifying essays from one of the greatest minds of our age, taken from the original text of the No. 1 bestselling Brief Answers to the Big Questions.
Cocoa and Objective-C Cookbook
by Jeff HawkinsWritten in a cookbook style, this book offers solutions using a recipe-based approach. Each recipe contains step-by-step instructions followed by an analysis of what was done in each task and other useful information. The cookbook approach means you can dive into whatever recipes you want in no particular order. This book is perfect for the Mac OS X Cocoa developer who is ready to move beyond the basics and dive into more advanced Cocoa topics. The cookbook format lets you jump right into the examples without the lengthy explanations you often find in other books. Basic familiarity with Cocoa and Objective-C development is required.
A Thousand Brains: A New Theory of Intelligence
by Jeff HawkinsA bestselling author, neuroscientist, and computer engineer unveils a theory of intelligence that will revolutionize our understanding of the brain and the future of AI. For all of neuroscience's advances, we've made little progress on its biggest question: How do simple cells in the brain create intelligence? Jeff Hawkins and his team discovered that the brain uses maplike structures to build a model of the world-not just one model, but hundreds of thousands of models of everything we know. This discovery allows Hawkins to answer important questions about how we perceive the world, why we have a sense of self, and the origin of high-level thought. A Thousand Brains heralds a revolution in the understanding of intelligence. It is a big-think book, in every sense of the word.
Minecraft
by Jennifer Hawkins Daniel Goldberg Linus LarssonThree years ago, 32-year-old Markus "Notch" Persson of Stockholm was an unknown and bored computer programmer. Today, he is a multi-millionaire international icon. Minecraft, the "virtual Lego" game Markus crafted in his free time, has become one of the most talked about activities since Tetris. Talked about by tens of millions of people, in fact. It is the story of unlikely success, fast money, and the power of digital technology to rattle an empire. And it is about creation, exclusion, and the feeling of not fitting in.Here Markus opens up for the first time about his life. About his old Lego-filled desk at school. About the first computer his father brought home one day. But also about growing up in a family marked by drug abuse and conflict. But above all it is the story of the fine line between seeming misfit and creative madman, and the birth of a tech visionary.Minecraft: The Unlikely Tale of Markus "Notch" Persson and the Game that Changed Everything is a Cinderella story for the Internet age.
The Definitive Guide to MongoDB
by Tim Hawkins David Hows Peter Membrey Eelco PluggeMongoDB, a cross-platform NoSQL database, is the fastest-growing new database in the world. MongoDB provides a rich document orientated structure with dynamic queries that you'll recognize from RDMBS offerings such as MySQL. In other words, this is a book about a NoSQL database that does not require the SQL crowd to re-learn how the database world works MongoDB has reached 1. 0 and already boasts 50,000+ users. The community is strong and vibrant and MongoDB is improving at a fast rate. With scalable and fast databases becoming critical for today's applications, this book shows you how to install, administer and program MongoDB *without* pretending SQL never existed. What you'll learn * Set up MongoDB on all major platforms, including Linux and Cloud platforms * Model data within a document-oriented database * Work with your data using non-SQL commands * Write applications using MongoDB's PHP API * Optimize MongoDB * Master MongoDB administration, including replication Who this book is for This book will appeal to everyone with some experience in database administration, and provides the entry point for those of us who don't want to hear about database theory but still need to implement a NoSQL-based database. PHP developers will also profit from this book, since it will add an important NoSQL database to their toolkit. Table of Contents * Introduction to MongoDB * Installing MongoDB * The Data Model * Working with Data * GridFS * PHP and MongoDB * Python and MongoDB * Creating a Blog Application with the PHP Driver * Database Administration * Optimization * Replication * Sharding
New Information Technology in Education (Routledge Revivals #32)
by David HawkridgeFirst published in 1983, New Information Technology in Education surveyed developments in the field of information technology and demonstrated how it could be used to improve the quality of education. The book considered the experience of a wide range of countries, including the United States, Japan and those in Europe. While explaining the potential improvements that the new technology could bring, this book also reviewed the problem areas and helped educationalists to evaluate the relevance of the new technology for their own work. In an age of teaching via Zoom videos, it is interesting to take a look at a time when information technology in education was at its nascent stage. This book will be of interest to teachers and students of history, education, technology and pedagogy.
Against Authority: Freedom and the Rise of the Surveillance States
by John Twelve HawksIn both his novels and in his 2005 essay, How We Live Now, John Twelve Hawks was one of the first authors to warn us about the growing power of surveillance technology. Now he has written a personal and controversial book that shows how our lives are watched and analyzed by governments and international corporations. In a world in which our actions can be monitored by a computerized grid of social control, is there anything we can do to defend our freedom?
Incident Management for Operations
by Chris Hawley Rob Schnepp Ron VidalAre you satisfied with the way your company responds to IT incidents? How prepared is your response team to handle critical, time-sensitive events such as service disruptions and security breaches? IT professionals looking for effective response models have successfully adopted the Incident Management System (IMS) used by firefighters throughout the US. This practical book shows you how to apply the same response methodology to your own IT operation.You’ll learn how IMS best practices for leading people and managing time apply directly to IT incidents where the stakes are high and outcomes are uncertain. This book provides use cases of some of the largest (and smallest) IT operations teams in the world. There is a better way to respond. You just found it.Assess your IT incident response with the PROCESS programmatic evaluation toolGet an overview of the IMS all-hazard, all-risk frameworkUnderstand the responsibilities of the Incident CommanderForm a unified command structure for events that affect multiple business unitsSystematically evaluate what broke and how the incident team responded
100 sposobów na Excel 2007 PL. Tworzenie funkcjonalnych arkuszy
by David Hawley Raina HawleyWykorzystaj wszystkie mo?liwo?ci Excela, aby tworzy? funkcjonalne i efektowne arkuszeJak analizowa? dane i zarz?dza? nimi?Jak optymalnie wykorzystywa? tabele przestawne?Jak tworzy? spersonalizowane wykresy?Wi?kszo?? u?ytkowników Excela zna tylko drobn? cz??? dost?pnych w nim mo?liwo?ci. Istnieje jednak wiele metod pozwalaj?cych znacz?co poszerzy? wydajno?? tego programu i tworzy? efektowne arkusze kalkulacyjne bez potrzeby czasoch?onnego zdobywania wiedzy. Nowa wersja Excela umo?liwia chocia?by ?atwiejsze korzystanie z mechanizmu tabel przestawnych, formatowania warunkowego i nazw zakresów, podgl?du "na ?ywo", galerii predefiniowanych stylów oraz grafik SmartArt. Wszystko to sprawia, ?e ka?dy mo?e dzi? w swoich arkuszach u?ywa? bardziej skomplikowanych elementów wizualnych i graficznych.Obecnie, kiedy wszystko dzieje si? coraz szybciej, czas staje si? jedn? z najistotniejszych i po??danych warto?ci. Ksi??ka "100 sposobów na Excel 2007 PL. Tworzenie funkcjonalnych arkuszy" pozwala Ci w?a?nie zyska? na czasie - oferuje ponad sto gotowych metod tworzenia funkcjonalnych i efektownych arkuszy, szybkich i niezawodnych rozwi?za? skomplikowanych problemów. Warto tak?e wykorzysta? te metody do przeanalizowania oraz zastosowania niektórych mo?liwo?ci j?zyka Visual Basic for Applications (VBA) - dzi?ki temu b?dziesz móg? zaadaptowa? wszystkie zawarte tu propozycje do w?asnych potrzeb.Skoroszyty i arkuszeWbudowane mechanizmy do analizy danych i zarz?dzania nimiMetody tworzenia nazw i zakresów komórekTabele przestawneFormu?y i funkcjeWykresy i makraWspó?praca Excela z innymi aplikacjami pakietu OfficeWszystko, co chcia?by? widzie? o Excelu, aby natychmiast z niego skorzysta?. Poznaj ponad setk? sposobów skutecznego radzenia sobie z Excelem!
Excel Hacks, 2nd Edition
by David Hawley Raina HawleyMillions of users create and share Excel spreadsheets every day, but few go deeply enough to learn the techniques that will make their work much easier. There are many ways to take advantage of Excel's advanced capabilities without spending hours on advanced study. Excel Hacks provides more than 130 hacks -- clever tools, tips and techniques -- that will leapfrog your work beyond the ordinary. Now expanded to include Excel 2007, this resourceful, roll-up-your-sleeves guide gives you little known "backdoor" tricks for several Excel versions using different platforms and external applications. Think of this book as a toolbox. When a need arises or a problem occurs, you can simply use the right tool for the job. Hacks are grouped into chapters so you can find what you need quickly, including ways to: * Reduce workbook and worksheet frustration -- manage how users interact with worksheets, find and highlight information, and deal with debris and corruption. * Analyze and manage data -- extend and automate these features, moving beyond the limited tasks they were designed to perform. * Hack names -- learn not only how to name cells and ranges, but also how to create names that adapt to the data in your spreadsheet. * Get the most out of PivotTables -- avoid the problems that make them frustrating and learn how to extend them. * Create customized charts -- tweak and combine Excel's built-in charting capabilities. * Hack formulas and functions -- subjects range from moving formulas around to dealing with datatype issues to improving recalculation time. * Make the most of macros -- including ways to manage them and use them to extend other features. * Use the enhanced capabilities of Microsoft Office 2007 to combine Excel with Word, Access, and Outlook. You can either browse through the book or read it from cover to cover, studying the procedures and scripts to learn more about Excel. However you use it, Excel Hacks will help you increase productivity and give you hours of "hacking" enjoyment along the way.
The Tyranny of Big Tech
by Josh HawleyThe reign of Big Tech is here, and Americans’ First Amendment rights hang by a keystroke. Amassing unimaginable amounts of personal data, giants like Google, Facebook, Amazon, and Apple—once symbols of American ingenuity and freedom—have become a techno-oligarchy with overwhelming economic and political power. Decades of unchecked data collection have given Big Tech more targeted control over Americans’ daily lives than any company or government in the world. <P><P> In The Tyranny of Big Tech, Senator Josh Hawley of Missouri argues that these mega-corporations—controlled by the robber barons of the modern era—are the gravest threat to American liberty in decades. To reverse course, Hawley argues, we must correct progressives’ mistakes of the past. <P><P>That means recovering the link between liberty and democratic participation, building an economy that makes the working class strong, independent, and beholden to no one, and curbing the influence of corporate and political elites. <P><P>Big Tech and its allies do not deal gently with those who cross them, and Senator Hawley proudly bears his own battle scars. But hubris is dangerous. The time is ripe to overcome the tyranny of Big Tech by reshaping the business and legal landscape of the digital world. <P><P><b>A New York Times Bestseller</b>
Excel Hacks
by Raina Hawley David HawleyIf you think that getting creative with Excel means the underhanded tweaking of numbers, think again. Excel Hacks shows even the most experienced users how to do things with Excel they might never have thought of doing--and lets them have a little fun while they're at it. Microsoft Excel is not just the dominant spreadsheet in the world; it's also one of the most popular applications ever created. Its success lies not only in its power and flexibility, but also in its streamlined, familiar interface that casually conceals its considerable capabilities. You don't need to know everything that Excel can do in order to use it effectively, but if you're like the millions of Excel power users looking to improve productivity, then Excel Hacks will show you a wide variety of Excel tasks you can put to use, most of which are off the beaten path. With this book, Excel power users can bring a hacker's creative approach to both common and uncommon Excel topics--"hackers" in this sense being those who like to tinker with technology to improve it. The "100 Industrial Strength Tips and Tools" in Excel Hacks include little known "backdoor" adjustments for everything from reducing workbook and worksheet frustration to hacking built-in features such as pivot tables, charts, formulas and functions, and even the macro language. This resourceful roll-up-your-sleeves guide is for intermediate to advanced Excel users eager to explore new ways to make Excel do things--from data analysis to worksheet management to import/export--that you never thought possible. Excel Hacks will help you increase productivity with Excel and give you hours of "hacking" enjoyment along the way.
Excel Hacks
by Raina Hawley David HawleyMillions of users create and share Excel spreadsheets every day, but few go deeply enough to learn the techniques that will make their work much easier. There are many ways to take advantage of Excel's advanced capabilities without spending hours on advanced study. Excel Hacks provides more than 130 hacks -- clever tools, tips and techniques -- that will leapfrog your work beyond the ordinary. Now expanded to include Excel 2007, this resourceful, roll-up-your-sleeves guide gives you little known "backdoor" tricks for several Excel versions using different platforms and external applications. Think of this book as a toolbox. When a need arises or a problem occurs, you can simply use the right tool for the job. Hacks are grouped into chapters so you can find what you need quickly, including ways to: Reduce workbook and worksheet frustration -- manage how users interact with worksheets, find and highlight information, and deal with debris and corruption. Analyze and manage data -- extend and automate these features, moving beyond the limited tasks they were designed to perform. Hack names -- learn not only how to name cells and ranges, but also how to create names that adapt to the data in your spreadsheet. Get the most out of PivotTables -- avoid the problems that make them frustrating and learn how to extend them. Create customized charts -- tweak and combine Excel's built-in charting capabilities. Hack formulas and functions -- subjects range from moving formulas around to dealing with datatype issues to improving recalculation time. Make the most of macros -- including ways to manage them and use them to extend other features. Use the enhanced capabilities of Microsoft Office 2007 to combine Excel with Word, Access, and Outlook. You can either browse through the book or read it from cover to cover, studying the procedures and scripts to learn more about Excel. However you use it, Excel Hacks will help you increase productivity and give you hours of "hacking" enjoyment along the way.
Grome Terrain Modeling with Ogre3D, UDK, and Unity3D
by Richard HawleyThis book is a practical guide with examples and clear steps to explain terrain modeling with Grome.If you're a developer or artist looking for a guide to walk you through GROME 3.1, then this book is for you. This book will help you from the first step to exporting a terrain as a workable art asset in a game engine
Transforming Organizations in Disruptive Environments: A Primer on Design and Innovation
by Igor Titus HawryszkiewyczThis textbook provides a design approach to the topics of innovation and disruption, by drawing on a variety of tools, techniques, and methods, and focusing on solutions that combine data and technology. The premise of the book is the creation of value for the organisations, stakeholders, and community, to enable creative transformation.The book highlights the importance of value and using knowledge to create a seamless roadmap that adds to stakeholder values through best practice business processes that use technology in innovative ways. Written in a clear, simple, and concise manner, avoiding complicated constructions and jargon, the book includes rich illustrations, and summaries and case studies that follow the roadmap at the end of each chapter.
Super Arduino: Step-by-Step Instructions to Build Cool Gadgets
by Kenneth HawthornGeek out—amazing gadget projects for Arduino beginners. Welcome to the wonderful wired world of Arduino—the flexible open-source electronics platform for creators. Become a coding superhero with Super Arduino—the easiest step-by-step, project-based guide for beginners who want to learn the latest tips and tricks while taking their DIY programming skills to the next level. Let your engineering imagination run wild. In this Arduino project workbook, you'll learn how to create great gadgets like a fabulous flag-waver, flashing disco shoes, a crazy clock, flip-a-switch with Wi-Fi, and even an echolocation distance sensor—like a bat! So what are you waiting for? Plug into Super Arduino and get the following: Calling all coders—Explore these easy-to-follow programming sketches specifically designed for Arduino beginners. Ignite your imagination—You'll make wired wearables, crazy costumes, and even home gadgets using step-by-step Arduino projects that build your skills—and coding confidence. Full-color format—From start to finish, four-color sketch images will help guide you. If you can dream it, there's a good chance you can build it—with this awesome Arduino beginner's guide.
Jump Start Rails: Get Up to Speed With Rails in a Weekend
by Andy HawthorneJump Start Rails provides you with a fun and yet practical introduction to Rails, an incredibly popular framework that makes it possible to quickly develop incredibly powerful web applications with Ruby. This short book covers Rails 4, the latest version of the framework, and while it's not intended to be a completely comprehensive Rails guide or an in-depth Ruby tutorial, it will quickly get you up to speed with Rails and give you the confidence to start experimenting on your own.The book is built around a real-life example project: a personal portfolio site. It's a fun and easily understandable project that is used to demonstrate the concepts outlined in the book in a practical way.This is a clear, approachable and very easy-to-follow book that will get you to to speed with Rails in no time.
Applicable Formal Methods for Safe Industrial Products: Essays Dedicated to Jan Peleska on the Occasion of His 65th Birthday (Lecture Notes in Computer Science #14165)
by Anne E. Haxthausen Wen-Ling Huang Markus RoggenbachThis Festschrift, dedicated to Jan Peleska on the occasion of his 65th birthday, contains papers written by many of his closest collaborators in academic and industry research. After studying mathematics at the University of Hamburg, Jan worked with Philips and Deutsche System-Technik on fault-tolerant systems, distributed systems, database systems, and safety-critical embedded systems. Since 1994 he has worked as a consultant to industry, specializing in development methods, verification, validation and test of safety-critical systems, and since 1995 he has been a Professor of Computer Science at the University of Bremen. In his research he has been most interested in the combination and application of existing methods and corresponding tools to real-world problems, particularly in the field of safety-critical embedded systems and distributed systems, including avionics and railway control systems. The papers in this volume reflect those interests, and the impact he has had on colleagues and collaborators. The volume is structured into sections on testing; railway verification and safety & security; intelligent systems and cyber-physical systems; and tools and techniques for specification, verification and code generation.
Beginning DotNetNuke Skinning and Design
by Andrew Hay Shaun WalkerDotNetNuke is an open source framework built on top of the ASP.Net platform. While this system offers an impressive set of out-of-the-box features for public and private sites, it also includes a compelling story for folks who want to present a unique look and feel to visitors.The skinning engine inside of DotNetNuke has strengthened over the course of several years and hundreds of thousands of registered users. The success of its skin and module developer community is another key indicator of the depth and breadth of this technology. The Core Team responsible for the DotNetNuke brand has gone to great lengths to enable a predictable and positive experience for both the visitors of the site and the developers who build them.Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.
Researching UX: Understanding Is the Heart of Great UX
by Luke HayGood UX is based on evidence. Qualitative evidence, such as user testing and field research, can only get you so far. To get the full picture of how users are engaging with your website or app, you'll need to use quantitative evidence in the form of analytics. This book will show you, step by step, how you can use website and app analytics data to inform design choices and definitively improve user experience. Offering practical guidelines, with plenty of detailed examples, this book covers: why you need to gather analytics data for your UX projectsgetting set up with analytics toolsanalyzing datahow to find problems in your analyticsusing analytics to aid user research, measure and report on outcomes By the end of this book, you'll have a strong understanding of the important role analytics plays in the UX process. It will inspire you to take an "analytics first" approach to your UX projects.
Broadening Cultural Horizons in Social Marketing: Comparing Case Studies from Asia-Pacific
by Rachel Hay Lynne Eagle Abhishek BhatiThis book presents a series of empirically based case studies conducted by social change scholars from Asia-Pacific, showcasing the latest social marketing approaches geared at improving societal well-being in the region. Cutting across cultural perspectives, the contents gather ideas on social marketing campaigns and strategies from around the region and use these case studies as a platform to address concomitant challenges in employing marketing tools to positively change social behaviour. The selection of case studies covers and compares aspects of public health and well-being, and public environmental consciousness in terms of driving attitudes towards implementing improved sustainability in developing and developed countries. Drawing on related policies and legislation, and examining social behaviour at the individual, community, and organisational levels, the authors propose innovative new methods in social marketing and social change research. The book is of interest to researchers and practitioners in social marketing, business ethics, behavioural science, public health, and development studies.
A Group Theoretic Approach to Quantum Information
by Masahito HayashiThis book is the first one addressing quantum information from the viewpoint of group symmetry. Quantum systems have a group symmetrical structure. This structure enables to handle systematically quantum information processing. However, there is no other textbook focusing on group symmetry for quantum information although there exist many textbooks for group representation. After the mathematical preparation of quantum information, this book discusses quantum entanglement and its quantification by using group symmetry. Group symmetry drastically simplifies the calculation of several entanglement measures although their calculations are usually very difficult to handle. This book treats optimal information processes including quantum state estimation, quantum state cloning, estimation of group action and quantum channel etc. Usually it is very difficult to derive the optimal quantum information processes without asymptotic setting of these topics. However, group symmetry allows to derive these optimal solutions without assuming the asymptotic setting. Next, this book addresses the quantum error correcting code with the symmetric structure of Weyl-Heisenberg groups. This structure leads to understand the quantum error correcting code systematically. Finally, this book focuses on the quantum universal information protocols by using the group SU(d). This topic can be regarded as a quantum version of the Csiszar-Korner's universal coding theory with the type method. The required mathematical knowledge about group representation is summarized in the companion book, Group Representation for Quantum Theory.
Introduction to Quantum Information Science
by Masahito Hayashi Satoshi Ishizaka Akinori Kawachi Gen Kimura Tomohiro OgawaThis book presents the basics of quantum information, e. g. , foundation of quantum theory, quantum algorithms, quantum entanglement, quantum entropies, quantum coding, quantum error correction and quantum cryptography. The required knowledge is only elementary calculus and linear algebra. This way the book can be understood by undergraduate students. In order to study quantum information, one usually has to study the foundation of quantum theory. This book describes it from more an operational viewpoint which is suitable for quantum information while traditional textbooks of quantum theory lack this viewpoint. The current book bases on Shor's algorithm, Grover's algorithm, Deutsch-Jozsa's algorithm as basic algorithms. To treat several topics in quantum information, this book covers several kinds of information quantities in quantum systems including von Neumann entropy. The limits of several kinds of quantum information processing are given. As important quantum protocols, this book contains quantum teleportation, quantum dense coding, quantum data compression. In particular conversion theory of entanglement via local operation and classical communication are treated too. This theory provides the quantification of entanglement, which coincides with von Neumann entropy. The next part treats the quantum hypothesis testing. The decision problem of two candidates of the unknown state are given. The asymptotic performance of this problem is characterized by information quantities. Using this result, the optimal performance of classical information transmission via noisy quantum channel is derived. Quantum information transmission via noisy quantum channel by quantum error correction are discussed too. Based on this topic, the secure quantum communication is explained. In particular, the quantification of quantum security which has not been treated in existing book is explained. This book treats quantum cryptography from a more practical viewpoint.