Computing

This revision of Manning's popular The Quick Python Book offers a clear, crisp introduction to the elegant Python programming language and its famously easy-to-read syntax. After exploring Python's syntax, control flow, and basic data structures, the book shows how to create, test, and deploy full applications and larger code libraries. It addresses established Python features as well as the advanced object-oriented options available in Python 3. This edition covers 5 years’ worth of minor updates to the language, and the last 5 chapters have been reworked to be data based project work. Key features: · Clear introduction · Completely up-to-date · Hands-on experience The book is aimed at readers who know programming but for whom the Python language is new. About the Technology: Python is a true cross-platform language. It can be used to develop small applications and rapid prototypes, but scales well to permit development of large programs. It comes with a powerful and easy-to-use graphical user interface (GUI) toolkit, web programming libraries and more. And it’s free!

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Instruction on operating system functionality with examples incorporated for improved learning With the updating of Silberschatz's Operating System Concepts, 10th Edition, students have access to a text that presents both important concepts and real-world applications. Key concepts are reinforced in this global edition through instruction, chapter practice exercises, homework exercises, and suggested readings. Students also receive an understanding how to apply the content. The book provides example programs written in C and Java for use in programming environments.

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When writing this Tanuki Deluxe Edition, Math Manent (also author of the N64 & GameCube Anthologies) surrounded himself with an exceptional team and set about making the most complete book possible on Nintendo's 8-bit wonder. Over 600 magnificently illustrated pages (180 more than the standard edition) covering every single game on the console (Famicom Disk System games included), every accessory and peripheral, a unique look at the machine's inner workings, the various bundles, and, of course, the console's incredible life story. A truly monumental book on the subject. Telling the full story of the NES/Famicom without repeating what has already been said in the past is no easy feat. And yet we made this our goal, while still covering as many of the details, dates, facts, and anecdotes as possible surrounding this machine that shaped a whole generation. A machine that no one really believed in to begin with (even its own designer!) but which ended up conquering the world and making Nintendo leader of the fast-changing video games industry. How many nostalgic gamers and collectors still consider themselves part of the NES/Famicom cult, 30 years on from its launch? And what about its staggering and unprecedented sales figures? Almost 62 million consoles sold around the world! Sure, quantity doesn't mean quality, but the NES/Famicom managed both, with a plethora of iconic and unforgettable games. They are what made a legend of the machine, a legend we'll share with you across one hundred pages.

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Games Workshop, Warhammer, White Dwarf, Citadel Miniatures and Fighting Fantasy are names which trigger powerful memories for millions of people around the world. The cultural impact of Games Workshop and Fighting Fantasy has been remarkable. But how did it all begin? Since starting out in 1975 as a part-time mail-order business in a modest third-floor flat in West London, Games Workshop has grown from its humble beginnings to become a FTSE 250 company listed on the London Stock Exchange. From distributing Dungeons & Dragons, to living in the back of a van, to opening Games Workshop stores, to creating Fighting Fantasy, to launching Warhammer, co-founders Ian Livingstone and Steve Jackson tell their remarkable story for the first time. Dice Men is the fascinating, never-before-told story of an iconic company which changed the world of tabletop gaming for ever. It's an insight into the rollercoaster first year of Games Workshop and the birth of the industry.

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Over 700 pages of insight into all things cybersecurity Cybersecurity All-in-One For Dummies covers a lot of ground in the world of keeping computer systems safe from those who want to break in. This book offers a one-stop resource on cybersecurity basics, personal security, business security, cloud security, security testing, and security awareness. Filled with content to help with both personal and business cybersecurity needs, this book shows you how to lock down your computers, devices, and systems—and explains why doing so is more important now than ever. Dig in for info on what kind of risks are out there, how to protect a variety of devices, strategies for testing your security, securing cloud data, and steps for creating an awareness program in an organization. Explore the basics of cybersecurity at home and in business Learn how to secure your devices, data, and cloud-based assets Test your security to find holes and vulnerabilities before hackers do Create a culture of cybersecurity throughout an entire organization This For Dummies All-in-One is a stellar reference for business owners and IT support pros who need a guide to making smart security choices. Any tech user with concerns about privacy and protection will also love this comprehensive guide.

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Dress to impress! The Outfit you rock when you drop from the Battle Bus makes a big statement about who you are. This all-new official collectors' edition from Epic Games showcases the most exciting looks that have appeared in the latest seasons. Whether your choice of Outfit is fresh, fun, or fearsome, you'll find the style that's right for you here.KNOWLEDGE IS POWERGet the lowdown to your look with top tips, stats, and facts.COOL CUSTOMIZINGCheck out the hottest Gliders, Back Bling, and Pets from Fortnite Chapter 2GET THE GEARPsych out your enemies with the best new Outfits - which will you be adding to YOUR locker?

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Classic Computer Science Problems in Python presents dozens of coding challenges, ranging from simple tasks like finding items in a list with a binary sort algorithm to clustering data using k-means. Classic Computer Science Problems in Python deepens your Python language skills by challenging you with time-tested scenarios, exercises, and algorithms. As you work through examples in search, clustering, graphs, and more, you'll remember important things you've forgotten and discover classic solutions to your "new" problems Key Features · Breadth-first and depth-first search algorithms · Constraints satisfaction problems · Common techniques for graphs · Adversarial Search · Neural networks and genetic algorithms · Written for data engineers and scientists with experience using Python. For readers comfortable with the basics of Python About the technology Python is used everywhere for web applications, data munging, and powerful machine learning applications. Even problems that seem new or unique stand on the shoulders of classic algorithms, coding techniques, and engineering principles. Master these core skills, and you’ll be ready to use Python for AI, data-centric programming, deep learning, and the other challenges you’ll face as you grow your skill as a programmer. David Kopec teaches at Champlain College in Burlington, VT and is the author of Manning’s Classic Computer Science Problemsin Swift.

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The software development ecosystem is constantly changing, providing a constant stream of new tools, frameworks, techniques, and paradigms. Over the past few years, incremental developments in core engineering practices for software development have created the foundations for rethinking how architecture changes over time, along with ways to protect important architectural characteristics as it evolves. This practical guide ties those parts together with a new way to think about architecture and time.

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Web Programming with HTML 5, CSS, and JavaScript is written for the undergraduate, client-side web programming course. It covers the three client-side technologies (HTML5, CSS, and JavaScript) in depth, with no dependence on server-side technologies. One of the distinguishing features of this new text is its coverage of canvas, one of the most important new features of HTML5. Topics are presented in a logical, comprehensive manner and code is presented in both short code fragments and complete web pages, allowing readers to grasp concepts quickly and then apply the concepts in the context of a complete web page. Each chapter concludes with an optional case study, which builds upon itself to create a sophisticated website. The case studies allow students to apply what they have learned and gives them a feel for the real-world design process.

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One of the "six best books for data geeks" - Financial TimesWith over 200 images and extensive how-to and how-not-to examples, this new edition has everything students and scholars need to understand and create effective data visualisations. Combining ‘how to think’ instruction with a ‘how to produce’ mentality, this book takes readers step-by-step through analysing, designing, and curating information into useful, impactful tools of communication. With this book and its extensive collection of online support, readers can: Decide what visualisations work best for their data and their audience using the chart gallery See data visualisation in action and learn the tools to try it themselves Follow online checklists, tutorials, and exercises to build skills and confidence Get advice from the UK’s leading data visualisation trainer on everything from getting started to honing the craft.

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Python is a first-class tool for many researchers, primarily because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the new edition of Python Data Science Handbook do you get them all—IPython, NumPy, pandas, Matplotlib, Scikit-Learn, and other related tools. Working scientists and data crunchers familiar with reading and writing Python code will find the second edition of this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types of data; and using data to build statistical or machine learning models. Quite simply, this is the must-have reference for scientific computing in Python. With this handbook, you'll learn how: IPython and Jupyter provide computational environments for scientists using Python NumPy includes the ndarray for efficient storage and manipulation of dense data arrays Pandas contains the DataFrame for efficient storage and manipulation of labeled/columnar data Matplotlib includes capabilities for a flexible range of data visualizations Scikit-learn helps you build efficient and clean Python implementations of the most important and established machine learning algorithms

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Data-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLAB®, this textbook trains mathematical scientists and engineers for the next generation of scientific discovery by offering a broad overview of the growing intersection of data-driven methods, machine learning, applied optimization, and classical fields of engineering mathematics and mathematical physics. With a focus on integrating dynamical systems modeling and control with modern methods in applied machine learning, this text includes methods that were chosen for their relevance, simplicity, and generality. Topics range from introductory to research-level material, making it accessible to advanced undergraduate and beginning graduate students from the engineering and physical sciences. The second edition features new chapters on reinforcement learning and physics-informed machine learning, significant new sections throughout, and chapter exercises. Online supplementary material – including lecture videos per section, homeworks, data, and code in MATLAB®, Python, Julia, and R – available on databookuw.com.

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The Definitive, Practical, Proven Guide to Architecting Modern Software--Fully Updated with New Content on Mobility, the Cloud, Energy Management, DevOps, Quantum Computing, and More Updated with eleven new chapters, Software Architecture in Practice, Fourth Edition, thoroughly explains what software architecture is, why it's important, and how to design, instantiate, analyze, evolve, and manage it in disciplined and effective ways. Three renowned software architects cover the entire lifecycle, presenting practical guidance, expert methods, and tested models for use in any project, no matter how complex. You'll learn how to use architecture to address accelerating growth in requirements, system size, and abstraction, and to manage emergent quality attributes as systems are dynamically combined in new ways. With insights for utilizing architecture to optimize key quality attributes--including performance, modifiability, security, availability, interoperability, testability, usability, deployability, and more--this guide explains how to manage and refine existing architectures, transform them to solve new problems, and build reusable architectures that become strategic business assets. Discover how architecture influences (and is influenced by) technical environments, project lifecycles, business profiles, and your own practices Leverage proven patterns, interfaces, and practices for optimizing quality through architecture Architect for mobility, the cloud, machine learning, and quantum computing Design for increasingly crucial attributes such as energy efficiency and safety Scale systems by discovering architecturally significant influences, using DevOps and deployment pipelines, and managing architecture debt Understand architecture's role in the organization, so you can deliver more value Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.

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Prepare for Microsoft Exam AI-900 and help demonstrate your real-world knowledge of diverse machine learning (ML) and artificial intelligence (AI) workloads, and how they can be implemented with Azure AI. Designed for business stakeholders, new and existing IT professionals, consultants, and students, this Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the Microsoft Certified: Azure AI Fundamentals level. Focus on the expertise measured by these objectives: • Describe AI workloads and considerations • Describe fundamental principles of machine learning on Azure • Describe features of computer vision workloads on Azure • Describe features of Natural Language Processing (NLP) workloads on Azure • Describe features of conversational AI workloads on Azure This Microsoft Exam Ref: • Organizes its coverage by exam objectives • Features strategic, what-if scenarios to challenge you • Assumes you are a business user, stakeholder, technical professional, or student who wants to become familiar with Azure AI; requires no data science or software engineering experience. About the Exam Exam AI-900 focuses on knowledge needed to identify features of common AI workloads and guiding principles for responsible AI; identify common ML types; describe core ML concepts; identify core tasks in creating an ML solution; describe capabilities of no-code ML with Azure Machine Learning Studio; identify common types of computer vision solutions; identify Azure tools and services for computer vision tasks; identify features of common NLP workload scenarios; identify Azure tools and services for NLP workloads; and identify common use cases and Azure services for conversational Al. About Microsoft Certification Passing this exam fulfills your requirements for the Microsoft Certified: Azure AI Fundamentals certification, demonstrating your knowledge of common ML and AI workloads and how to implement them on Azure. With this certification, you can move on to earn more advanced role-based certifications, including Microsoft Certified: Azure AI Engineer Associate or Azure Data Scientist Associate. See full details at: microsoft.com/learn

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The human brain has some capabilities that the brains of other animals lack. It is to these distinctive capabilities that our species owes its dominant position. Other animals have stronger muscles or sharper claws, but we have cleverer brains. If machine brains one day come to surpass human brains in general intelligence, then this new superintelligence could become very powerful. As the fate of the gorillas now depends more on us humans than on the gorillas themselves, so the fate of our species then would come to depend on the actions of the machine superintelligence. But we have one advantage: we get to make the first move. Will it be possible to construct a seed AI or otherwise to engineer initial conditions so as to make an intelligence explosion survivable? How could one achieve a controlled detonation? To get closer to an answer to this question, we must make our way through a fascinating landscape of topics and considerations. Read the book and learn about oracles, genies, singletons; about boxing methods, tripwires, and mind crime; about humanity's cosmic endowment and differential technological development; indirect normativity, instrumental convergence, whole brain emulation and technology couplings; Malthusian economics and dystopian evolution; artificial intelligence, and biological cognitive enhancement, and collective intelligence. This profoundly ambitious and original book picks its way carefully through a vast tract of forbiddingly difficult intellectual terrain. Yet the writing is so lucid that it somehow makes it all seem easy. After an utterly engrossing journey that takes us to the frontiers of thinking about the human condition and the future of intelligent life, we find in Nick Bostrom's work nothing less than a reconceptualization of the essential task of our time.

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Fully updated coverage of the 2018 CISSP exam, including 1250+ in-depth practice questionsTake the 2018 version of the challenging CISSP exam with confidence using this up-to-date, exam-focused study resource. Designed as a companion to CISSP All-in-One Exam Guide, Eighth Edition, the book contains more than 1250 realistic practice exam questions and offers 100% coverage of the 2018 CISSP Common Body of Knowledge. You will get in-depth explanations of both the correct and incorrect answers for every question. CISSP Practice Exams, Fifth Edition, fully covers all eight exam domains. The logical structure of the book allows you to focus on specific topics and tailor your study to areas of expertise and weakness. Each chapter presents more than 25 exam questions—an additional 1000+ review questions are contained on the book’s CD-ROM. •Thoroughly revised to cover the 2018 CISSP Common Body of Knowledge•Written by leading experts in IT security certification and training•Electronic content includes 1000+ practice exam questions, including drag & drop and hotspot formats

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This is a guide to the basic storytelling principles essential for producing truly memorable video games. It provides developers with comprehensive, but easy-to-follow advice. It comes from video game writer and game writing instructor Evan Skolnick. Video Game Storytelling provides developers with comprehensive, but easy-to-follow advice for facilitating the creation of compelling storylines in today's most popular and narratively successful video games. Video game writer and game writing instructor Evan Skolnick offers a clear and concise development reference guide for aspiring and professional developers, showing how each role (from character designer to animator to audio engineer and more) is impacted by and can affect the story/narrative of a game. This book aims to instill an understanding and appreciation of the basic storytelling principles that are essential for producing truly memorable video games that will bring today's savvy gamers back time and time again.

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Pipelines can be challenging to manage, especially when your data has to flow through a collection of application components, servers, and cloud services. Airflow lets you schedule, restart, and backfill pipelines, and its easy-to-use UI and workflows with Python scripting has users praising its incredible flexibility. Data Pipelines with Apache Airflow takes you through best practices for creating pipelines for multiple tasks, including data lakes, cloud deployments, and data science. Data Pipelines with Apache Airflow teaches you the ins-and-outs of the Directed Acyclic Graphs (DAGs) that power Airflow, and how to write your own DAGs to meet the needs of your projects. With complete coverage of both foundational and lesser-known features, when you’re done you’ll be set to start using Airflow for seamless data pipeline development and management. Key Features Framework foundation and best practices Airflow's execution and dependency system Testing Airflow DAGs Running Airflow in production For data-savvy developers, DevOps and data engineers, and system administrators with intermediate Python skills. About the technology Data pipelines are used to extract, transform and load data to and from multiple sources, routing it wherever it’s needed -- whether that’s visualisation tools, business intelligence dashboards, or machine learning models. Airflow streamlines the whole process, giving you one tool for programmatically developing and monitoring batch data pipelines, and integrating all the pieces you use in your data stack. Bas Harenslak and Julian de Ruiter are data engineers with extensive experience using Airflow to develop pipelines for major companies including Heineken, Unilever, and Booking.com. Bas is a committer, and both Bas and Julian are active contributors to Apache Airflow.

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C++ 11 delivered strong support for multithreaded applications, andthe subsequent C++14 and 17 updates have built on this baseline. C++has better options for concurrency than ever before, which means it'san incredibly powerful option for multicore and parallel applications. This bestseller has been updated and revised to cover all the latestchanges to C++ 14 and 17! C++ Concurrency in Action, SecondEdition teaches readers everything they need to write robust andelegant multithreaded applications in C++17. Along the way, they’lllearn how to navigate the trickier bits of programming for concurrencywhile avoiding the common pitfalls. KEY FEATURES• Completely updated• Hands-on learning• In depth guide Written for C++ programmers who are new to concurrency and otherswho may have written multithreaded code using other languages, APIs,or platforms. ABOUT THE TECHNOLOGYConcurrency in terms of computers is a single system performingmultiple independent activities in parallel, rather than sequentially, orone after the other. AUTHOR BIOAnthony Williams is a UK-based developer and consultant with manyyears' experience in C++. He has been an active member of the BSI C++Standards Panel since 2001, and is the author or co-author of many of theC++ Standards Committee papers that led up to the inclusion of the threadlibrary in the C++11 Standard. He was the maintainer of the Boost Threadlibrary, and is the developer of the just::thread Pro extensions to the C++11thread library from Just Software Solutions Ltd.

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Artificial Intelligence is the most exciting technology of the century, and Deep Learning is, quite literally, the “brain” behind the world’s smartest Artificial Intelligence systems out there. Grokking Deep Learning is the perfect place to begin the deep learning journey. Rather than just learning the “black box” API of some library or framework, readers will actually understand how to build these algorithms completely from scratch. Key Features:Build neural networks that can see and understand images Build an A.I. that will learn to defeat you in a classic Atari gameHands-on Learning Written for readers with high school-level math and intermediateprogramming skills. Experience with Calculus is helpful but notrequired. ABOUT THE TECHNOLOGY Deep Learning is a subset of Machine Learning, which is a field dedicated to the study and development of machines that can learn, often with the goal of eventually attaining general artificial intelligence.

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'After reading Mitchell’s guide, you’ll know what you don’t know and what other people don’t know, even though they claim to know it. And that’s invaluable'' The New York Times A leading computer scientist brings human sense to the AI bubbleNo recent scientific enterprise has been so alluring, terrifying and filled with extravagant promise and frustrating setbacks as artificial intelligence. Writing with clarity and passion, leading AI researcher Melanie Mitchell offers a captivating account of modern-day artificial intelligence. Flavoured with personal stories and a twist of humour, Artificial Intelligence illuminates the workings of machines that mimic human learning, perception, language, creativity and common sense. Weaving together advances in AI with cognitive science and philosophy, Mitchell probes the extent to which today's 'smart' machines can actually think or understand, and whether AI even requires such elusive human qualities at all.Artificial Intelligence: A Guide for Thinking Humans provides readers with an accessible and clear-eyed view of the AI landscape, what the field has actually accomplished, how much further it has to go and what it means for all of our futures.

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BOOK OF THE YEAR FOR WIRED | LA TIMES | FINANCIAL TIMES | WASHINGTON POST | GLOBE AND MAILUSED IN EVIDENCE IN THE TRIAL OF SAM BANKMAN-FRIEDIn 2021, cryptocurrency goes mainstream. Giant investment funds are buying it. Politicians endorse it. TV ads hail it as the future of money. Hardly anyone knows how it works - who cares when everyone is getting rich? But financial crime reporter Zeke Faux cares: even in fraud, there are standards.In the Bahamas, schlubby billionaire wunderkind Sam Bankman-Fried tells him how he will use his fortune to save the world. In Cambodia, a spam text unearths a horrifying slavery ring fuelled by crypto. Faux buys a $20,000 cartoon of a mutant ape to gain access to a festival headlined by Snoop Dogg, and talks his way onto the yacht of a riddling crypto founder/former child actor (The Mighty Ducks, 1992) who was among the first to see the power of imaginary treasure. In search of an elusive cash reserve at the foundation of the whole system, the incredulous Faux finds himself crossing three continents, as well as the boundaries of law, taste and economic rationality. Shocking and uproarious, Number Go Up is the essential chronicle of a $3 trillion delusion, the greatest bubble in history.

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Modern software systems are composed of many servers, services, and other components that communicate through APIs. As a developer, your job is to make sure these APIs are stable, reliable, and easy to use for other developers. API Design Patterns provides you with a unique catalog of design standards and best practices to ensure your APIs are flexible and user-friendly. Fully illustrated with examples and relevant use-cases, this essential guide covers patterns for API fundamentals and real-world system designs, along with quite a few not-so-common scenarios and edge-cases. about the technologyAPI design patterns are a useful set of best practice specifications and common solutions to API design challenges. Using accepted design patterns creates a shared language amongst developers who create and consume APIs, which is especially critical given the explosion of mission-critical public-facing web APIs. API Patterns are still being developed and discovered. This collection, gathered and tested by Google API expert JJ Geewax, is the first of its kind. about the book API Design Patterns draws on the collected wisdom of the API community, including the internal developer knowledge base at Google, laying out an innovative set of design patterns for developing both internal and public-facing APIs. In this essential guide, Google Software Engineer JJ Geewax provides a unique and authoritative catalog of patterns that promote flexibility and ease-of-use in your APIs. Each pattern in the catalog is fully illustrated with its own example API, use-cases for solving common API design challenges, and scenarios for tricky edge issues using a pattern’s more subtle features. With the best practices laid out in this book, you can ensure your APIs are adaptive in the face of change and easy for your clients to incorporate into their projects. what's inside A full case-study of building an API and adding features The guiding principles that underpin most API patterns Fundamental patterns for resource layout and naming Advanced patterns for special interactions and data transformations about the readerAimed at software developers with experience using APIs, who want to start building their own. about the author JJ Geewax is a software engineer at Google, focusing on Google Cloud Platform and API design. He is also the author of Google Cloud Platform in Action.

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Companies are scrambling to integrate AI into their systems and operations. But to build truly successful solutions, you need a firm grasp of the underlying mathematics. This accessible guide walks you through the math necessary to thrive in the AI field such as focusing on real-world applications rather than dense academic theory. Engineers, data scientists, and students alike will examine mathematical topics critical for AI--including regression, neural networks, optimization, backpropagation, convolution, Markov chains, and more--through popular applications such as computer vision, natural language processing, and automated systems. And supplementary Jupyter notebooks shed light on examples with Python code and visualizations. Whether you're just beginning your career or have years of experience, this book gives you the foundation necessary to dive deeper in the field. Understand the underlying mathematics powering AI systems, including generative adversarial networks, random graphs, large random matrices, mathematical logic, optimal control, and more Learn how to adapt mathematical methods to different applications from completely different fields Gain the mathematical fluency to interpret and explain how AI systems arrive at their decisions

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The human brain has some capabilities that the brains of other animals lack. It is to these distinctive capabilities that our species owes its dominant position. Other animals have stronger muscles or sharper claws, but we have cleverer brains. If machine brains one day come to surpass human brains in general intelligence, then this new superintelligence could become very powerful. As the fate of the gorillas now depends more on us humans than on the gorillas themselves, so the fate of our species then would come to depend on the actions of the machine superintelligence. But we have one advantage: we get to make the first move. Will it be possible to construct a seed AI or otherwise to engineer initial conditions so as to make an intelligence explosion survivable? How could one achieve a controlled detonation? To get closer to an answer to this question, we must make our way through a fascinating landscape of topics and considerations. Read the book and learn about oracles, genies, singletons; about boxing methods, tripwires, and mind crime; about humanity's cosmic endowment and differential technological development; indirect normativity, instrumental convergence, whole brain emulation and technology couplings; Malthusian economics and dystopian evolution; artificial intelligence, and biological cognitive enhancement, and collective intelligence. This profoundly ambitious and original book picks its way carefully through a vast tract of forbiddingly difficult intellectual terrain. Yet the writing is so lucid that it somehow makes it all seem easy. After an utterly engrossing journey that takes us to the frontiers of thinking about the human condition and the future of intelligent life, we find in Nick Bostrom's work nothing less than a reconceptualization of the essential task of our time.

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Use design to transform your ideas into powerful visuals that connect with the right audience, define your brand, or take your project to the next level.Students, entrepreneurs, community groups, social media influencers, bloggers or campaigners: this practical guide is for you, and everyone else who wants to learn how to communicate visually, combining the building blocks of type, photography, illustration, and colour to create designs that inform, influence, and enthral.All the key principles of graphic design are explained via a series of specially created, beautifully streamlined graphics that show, rather than tell, you what you need to know. In addition, detailed how-to demonstrations, hands-on workshops, and inspirational galleries of the best design will help you to achieve your aims, from creating a brand identity or setting the right mood by choosing the best typeface, to organizing the elements of a layout to boost your message and meaning.Ten step-by-step projects help you create your own bespoke designs - for websites, digital newsletters, e-commerce, invitations, posters, sales materials, and more. There's also plenty of practical advice, including tips on publishing online, dealing with printers, commissioning professionals, and finding free design tools.If you're ready to use the power of design to take your personal project or burgeoning business to the next level, Graphic Design for Everyone is a one-stop resource to becoming an effective, inspirational visual communicator.

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This is the definitive behind-the-scenes account of Capcom’s horror video game series Resident Evil – one of the most popular, innovative and widely influential franchises of all time. Industry expert Alex Aniel spent two years interviewing key former members of Capcom staff, allowing him to tell the inside story of how Resident Evil was envisioned as early as the late 1980s, how its unexpected and unprecedented success saved the company from financial trouble, how the series struggled at the turn of the century and, eventually, how a new generation of creators was born after the release of Resident Evil 4. Itchy, Tasty narrates the development of each Resident Evil game released between 1996 and 2006, interspersed with fascinating commentary from the game creators themselves, offering unique insight into how the series became the world-conquering franchise it is today.

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Web APIs are everywhere, giving developers an efficient way to interact with applications, services, and data. Well-designed APIs are a joy to use; poorly-designed APIs are cumbersome, confusing, and frustrating. The Design of EverydayAPIs is a practical, example packed guide to crafting extraordinary web APIs. Author Arnaud Lauret demonstrates fantastic design principles and techniques you can apply to both public and private web APIs. The Design of Everyday APIs introduces you to the challenging and creative world of API design. In this experience-driven guide, you'll learn to think like an API designer, embracing effective practices for requirements gathering, blending business and technical goals, and adopting a consumer-first mindset. You'll master the lifecycle of web API design, including the all-important secure-by-design approach. This book teaches principles that can be applied in any style of API. Most examples are illustrated using REST and the OpenAPI specification. Written for developers with minimal experience building and consuming APIs. Key Features Characteristics of a well-designed API Explore the full API design lifecycle Designing user-oriented APIs Secure APIs by design Evolving existing APIs Validating your API designs Arnaud Lauret is a software architect with 15 years of experience in the banking industry. He has spent a decade using, designing, and building APIs. He’s known on the web as the API Handyman (http://apihandyman.io) and is the creator the API Stylebook (http://apistylebook.com), a collection of resources for API designers.

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The step-by-step manual to building the ultimate computer, This updated edition of the Build Your Own Gaming PC Manual will help readers get the performance they want on a budget they can afford. Whether they want the cutting-edge technology or are just interested in streaming video of themselves playing the latest hit games, readers will find the guidance needed to make their perfect PC a reality. Regardless of if they are looking to upgrade an existing computer or build a new one from scratch, they'll be able to play the newest games in style and be ready to face the challenges of next year's hottest titles. The new edition includes information on virtual reality, along with all the latest software, accessories and video technology.

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Based on a world-class curriculum and cutting-edge industry practices, Stop Motion Filmmaking offers step-by-step instruction in everything from puppet making and studio set-up to animation and filmmaking. Reflecting exciting advancements in the medium, animator and educator Christopher Walsh focuses closely on digital filmmaking techniques, and offers specific instruction for creating 3D designed and printed puppet components as well as hand-crafted elements. The book is enriched by exclusive online content in the form of detailed tutorials and examples, and by dynamic sidebars and inserts. Further accented by interviews with leading professionals from both the independent and major studio worlds, Stop Motion Filmmaking is designed for dedicated students of the art form, and provides invaluable training for any serious artist who is driven to bring frame-by-frame worlds to life through puppet animation.

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How does a computer scientist understand infinity? What can probability theory teach us about free will? Can mathematical notions be used to enhance one's personal understanding of the Bible? This book contains six informal lectures by computer scientist Donald E. Knuth exploring the relationship between his vocation and his faith, revealing the unique perspective that his work with computing has lent to his understanding of God. Knuth's starting point is his 3:16 project, an application of mathematical "random sampling" to the books of the Bible. The first lectures tell the story of the project's conception and execution, exploring the complex dimensions of language translation, aesthetics, and theological history. Knuth also reveals the many insights that he has gained along the way from such interdisciplinary work. The theological musings culminate in a final lecture which tackles infinity, free will, and the other "big questions" that lie at the juncture of theology and computation. Each lecture ends with a question and answer exchange.

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** Featured as a Guardian Long Read **'[A] fast-paced, myth busting exposé' Max Blumenthal, author of The Management of Savagery'Contentious... forceful... salutary' The New YorkerEVERYTHING WE HAVE BEEN TOLD ABOUT THE DEMOCRATIC NATURE OF THE INTERNET IS A MARKETING PLOY.As the Cambridge Analytica scandal has shown, private corporations consider it their right to use our data (and by extension, us) which ever way they see fit. Tempted by their appealing organisational and diagnostic tools, we have allowed private internet corporations access to the most intimate corners of our lives.But the internet was developed, from the outset, as a weapon.Looking at the hidden origins of many internet corporations and platforms, Levine shows that this is a function, not a bug of the online experience. Conceived as a surveillance tool by ARPA to control insurgents in the Vietnam War, the internet is now essential to our lives. This book investigates the troubling and unavoidable truth of its history and the unfathomable power of the corporations who now more or less own it.Without this book, your picture of contemporary society will be missing an essential piece of the puzzle.'A masterful job of research and reporting about the military origins of the 'world wide web' and how its essential nature has not changed in the years since its creation during the Cold War.' - Tim Shorrock, author of Spies For Hire

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'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.

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"I am in awe of this book, it is a very good read and has tons of interesting lessons for any engineer." - Tim van Deurzen Your brain responds in a predictable way when it encounters new or difficult tasks. This unique book teaches you concrete techniques rooted in cognitive science that will improve the way you learn and think about code. In The Programmer's Brain: What every programmer needs to know about cognition you will learn: - Fast and effective ways to master new programming languages- Speed reading skills to quickly comprehend new code- Techniques to unravel the meaning of complex code- Ways to learn new syntax and keep it memorized- Writing code that is easy for others to read- Picking the right names for your variables- Making your codebase more understandable to newcomers- Onboarding new developers to your team Learn how to optimize your brain's natural cognitive processes to read code more easily, write code faster, and pick up new languages in much less time. This book will help you through the confusion you feel when faced with strange and complex code, and explain a codebase in ways that can make a new team member productive in days! about the technologyUnderstanding the cognitive functions that govern the way your brain thinks about coding will help you work smarter, not harder. You'll improve your productivity, reduce your need for constant rewrites, and say goodbye to spending late nights struggling with new languages. about the bookThe Programmer's Brain explores the way your brain works when it's thinking about code. In it, you'll master practical ways to apply these cognitive principles to your daily programming life. You'll improve your code comprehension by turning confusion into a learning tool, and pick up awesome techniques for reading code and quickly memorizing syntax. This practical guide includes tips for creating your own flashcards and study resources that can be applied to any new language you want to master. By the time you're done, you'll not only be better at teaching yourself—you'll be an expert at bringing new colleagues and junior programmers up to speed. about the readerFor programmers who have experience working in more than one language. about the authorDr. Felienne Hermans is an associate professor at Leiden University in the Netherlands. She has spent the last decade researching learning and teaching programming. Felienne is an award-winning educator, the creator of the Hedy programming language for novice programmers, and a host of Software Engineering Radio—one of the world's largest programming podcasts.

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Are you looking to supercharge your business and grow your online community? The key to a booming business is your community. Founder of social media consultancy The Selfhood, Daisy Morris, is here with the ultimate guide for all the side-hustlers, creators, business owners and freelancers looking to build a genuine community on social media. This book drops the jargon - Daisy will teach you how to take your community on a journey. From brand awareness through to conversion, you will have the confidence to expand your reach while nurturing your existing fans, followers, subscribers and customers to turn them in to loyal and repeat customers. You will learn how to create meaningful connections with your audience, through real-life case studies, simple exercises and top-notch business advice. A must-read for any business owner.

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THE INSTANT NEW YORK TIMES BESTSELLER‘A compelling vision of where the internet should go and how to get there.’ Sam Altman, CEO, OpenAI_A potent exploration of the power of blockchains to reshape the future of the internet – and how that affects us all – from technology entrepreneur and startup investor Chris Dixon.The internet of today is a far cry from its early promise of a decentralized, democratic network of innovation, connection and freedom. In the past decade, it has fallen almost entirely under the control of a very small group of companies like Apple, Google, and Facebook.In Read Write Own, tech visionary Chris Dixon argues that the dream of a creative, entrepreneurial internet doesn’t have to die and can, in fact, be saved with blockchain networks. He separates this movement, which aims to provide a solid foundation for everything from social networks to artificial intelligence to virtual worlds, from cryptocurrency speculation – a distinction he calls ‘the computer vs the casino’.Drawing on a 25-year career in the software industry, Dixon lucidly shows how the history of the internet has been defined by three distinct eras that have brought us to the critical moment we’re in today. The first was the ‘read’ era, in which early networks democratized information. The second was the ‘read-write’ era, in which corporate networks democratized publishing. We are now in the midst of the ‘read-write-own’ era, sometimes called web3, in which blockchain networks are granting power and economic benefits to communities of users, not just corporations.Read Write Own is a must-read for anyone – internet users, business leaders, creators, entrepreneurs – who wants to understand where we’ve been and where we’re going. It provides a vision for a better internet and a playbook to navigate and build the future.‘A must for anyone who wants to better understand the real potential of blockchains and web3 to drive even greater innovation.’ Robert Iger, CEO, Disney'Fascinating . . . a refreshing and radical new take at a time when we need fresh thinking more than ever.' Mustafa Suleyman, co-founder of DeepMind and author of The Coming Wave

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"The first edition of Deep Learning with Python is one of the best books on the subject. The second edition made it even better." - Todd Cook The bestseller revised! Deep Learning with Python, Second Edition is a comprehensive introduction to the field of deep learning using Python and the powerful Keras library. Written by Google AI researcher François Chollet, the creator of Keras, this revised edition has been updated with new chapters, new tools, and cutting-edge techniques drawn from the latest research. You'll build your understanding through practical examples and intuitive explanations that make the complexities of deep learning accessible and understandable. about the technologyMachine learning has made remarkable progress in recent years. We've gone from near-unusable speech recognition, to near-human accuracy. From machines that couldn't beat a serious Go player, to defeating a world champion. Medical imaging diagnostics, weather forecasting, and natural language question answering have suddenly become tractable problems. Behind this progress is deep learning—a combination of engineering advances, best practices, and theory that enables a wealth of previously impossible smart applications across every industry sector about the bookDeep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. You'll learn directly from the creator of Keras, François Chollet, building your understanding through intuitive explanations and practical examples. Updated from the original bestseller with over 50% new content, this second edition includes new chapters, cutting-edge innovations, and coverage of the very latest deep learning tools. You'll explore challenging concepts and practice with applications in computer vision, natural-language processing, and generative models. By the time you finish, you'll have the knowledge and hands-on skills to apply deep learning in your own projects. what's insideDeep learning from first principlesImage-classification, imagine segmentation, and object detectionDeep learning for natural language processingTimeseries forecastingNeural style transfer, text generation, and image generation about the readerReaders need intermediate Python skills. No previous experience with Keras, TensorFlow, or machine learning is required. about the authorFrançois Chollet works on deep learning at Google in Mountain View, CA. He is the creator of the Keras deep-learning library, as well as a contributor to the TensorFlow machine-learning framework. He also does AI research, with a focus on abstraction and reasoning. His papers have been published at major conferences in the field, including the Conference on Computer Vision and Pattern Recognition (CVPR), the Conference and Workshop on Neural Information Processing Systems (NIPS), the International Conference on Learning Representations (ICLR), and others.

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Machine Learning Engineering in Action lays out an approach to building deployable, maintainable production machine learning systems. You will adopt software development standards that deliver better code management, and make it easier to test, scale, and even reuse your machine learning code! You will learn how to plan and scope your project, manage cross-team logistics that avoid fatal communication failures, and design your code's architecture for improved resilience. You will even discover when not to use machine learning—and the alternative approaches that might be cheaper and more effective. When you're done working through this toolbox guide, you will be able to reliably deliver cost-effective solutions for organizations big and small alike. Following established processes and methodology maximizes the likelihood that your machine learning projects will survive and succeed for the long haul. By adopting standard, reproducible practices, your projects will be maintainable over time and easy for new team members to understand and adapt.

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From the fun to the fearsome, discover the best Outfits in the ONLY official collector's guide from Epic Games, including exclusive concept art and insights from legendary gamers and featuring the authentic Fortnite holographic seal.What do you have in your locker? Keep track of your Outfits and find new favorites in the only official collector's guide from Epic Games! Whether you choose to be Wild Card or Whiplash, Beef Boss or Burnout, your look says a lot about you. Take one last look in the mirror and LET'S GO!KEEP TRACK OF YOUR FAVORITES: Look back on Fortnite's most popular Outfits and make note of the rare ones you might have missed in the first seven seasons! PEEK BEHIND THE SCENES: Learn the stories behind your favorite Outfits and admire Epic's exclusive concept art!HEAR FROM THE LEGENDS THEMSELVES: Find out what well-known gamers think of your favorite Outfits.BE COOL AND CUSTOMIZE: Discover all of the contrails, gliders, harvesting tools, and back bling you need to complete your look!

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FROM THE BBC REITH LECTURER 2021'The most important book I have read in quite some time' Daniel Kahneman; 'A must-read' Max Tegmark; 'The book we've all been waiting for' Sam HarrisHumans dream of super-intelligent machines. But what happens if we actually succeed?Creating superior intelligence would be the biggest event in human history. Unfortunately, according to the world's pre-eminent AI expert, it could also be the last. In this groundbreaking book, Stuart Russell sets out why he has come to consider his own discipline an existential threat to humanity, and how we can change course before it's too late. In brilliant and lucid prose, he explains how AI actually works and its enormous capacity to improve our lives - and why we must never lose control of machines more powerful than we are. Russell contends that we can avert the worst threats by reshaping the foundations of AI to guarantee that machines pursue our objectives, not theirs. Profound, urgent and visionary, Human Compatible is the one book everyone needs to read to understand a future that is coming sooner than we think.LONGLISTED FOR THE FINANCIAL TIMES & McKINSEY BUSINESS BOOK OF THE YEAR'Thought-provoking' Financial Times'Fascinating and significant' Sunday Times'The most important book on AI this year' Guardian

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