Computing & IT

To succeed in today's adapt-or-die marketplace, businesses must be able to rapidly change the way they create and deliver value to their customers. Hundreds of the world's most successful companies-including Intel, Capital One, AstraZeneca, Cisco, and Philips-have turned to the Scaled Agile Framework® (SAFe®) to achieve agility at scale and maintain a competitive edge. SAFe® 5.0 Distilled: Achieving Business Agility with the Scaled Agile Framework® explains how adopting SAFe can quickly improve time to market and increase productivity, quality, and employee engagement. In this book, students will Understand the business case for SAFe: its benefits, the problems it solves, and how to apply itGet an overview of SAFe across all parts of the business: team, program, value stream, and portfolioLearn why SAFe works: the power of SAFe's Lean-Agile mindset, values, and principlesDiscover how systems thinking, Agile development, and Lean product development form the underlying basis for SAFeLearn how to become a Lean-Agile leader and effectively drive an enterprise-wide transformation

How do you detangle a monolithic system and migrate it to a microservice architecture? How do you do it while maintaining business-as-usual? As a companion to Sam Newmans extremely popular Building Microservices, this new book details a proven method for transitioning an existing monolithic system to a microservice architecture.With many illustrative examples, insightful migration patterns, and a bevy of practical advice to transition your monolith enterprise into a microservice operation, this practical guide covers multiple scenarios and strategies for a successful migration, from initial planning all the way through application and database decomposition. Youll learn several tried and tested patterns and techniques that you can use as you migrate your existing architecture.Ideal for organizations looking to transition to microservices, rather than rebuildHelps companies determine whether to migrate, when to migrate, and where to beginAddresses communication, integration, and the migration of legacy systemsDiscusses multiple migration patterns and where they applyProvides database migration examples, along with synchronization strategiesExplores application decomposition, including several architectural refactoring patternsDelves into details of database decomposition, including the impact of breaking referential and transactional integrity, new failure modes, and more

Generative modeling is one of the hottest topics in AI. Its now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models.Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, youll understand how to make your models learn more efficiently and become more creative.Discover how variational autoencoders can change facial expressions in photosBuild practical GAN examples from scratch, including CycleGAN for style transfer and MuseGAN for music generationCreate recurrent generative models for text generation and learn how to improve the models using attentionUnderstand how generative models can help agents to accomplish tasks within a reinforcement learning settingExplore the architecture of the Transformer (BERT, GPT-2) and image generation models such as ProGAN and StyleGAN

This self-contained textbook introduces all the relevant mathematical concepts needed to understand and use machine learning methods, with a minimum of prerequisites. Topics include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics.

The NES Encyclopedia is the first ever complete reference guide to every game released on the Nintendo Entertainment System

The inside story of Apple's design process during the golden age of Steve Jobs

A guide to understanding the inner workings and outer limits of technology and why we should never assume that computers always get it right.

Conquer your phone addiction in just 30 days, and discover a happier, healthier and more fulfilled you.

Dr Mary Aiken is the world's leading expert in forensic cyberpsychology - a discipline that combines psychology, criminology and technology to investigate the intersection between technology and human behaviour. In this, her first book, Aiken has created a starting point for all future conversations about how the Internet is shaping our perception of the world, development and behaviour, societal norms and values, children, safety and security.Covering everything from the impact of screens on the developing child to the explosion of teen sexting, and the acceleration of compulsive and addictive online behaviours (gaming, shopping, pornography), The Cyber Effect also examines the escalation in cyberchondria (self-diagnosis online), cyberstalking and organized crime in the Deep Web. Cyberspace is an environment full of surveillance, but who is looking out for us? Full of surprising statistics and incredible-but-true case studies of the hidden trends that are shaping our culture, this book raises troubling questions about where the digital revolution is taking us.Upending your assumptions about your online life and forever changing the way you think about the technology that you, your friends and your family use, The Cyber Effect offers a fascinating and chilling look at a future we can still do something about.

Tired of reading HTML books that only make sense after you're an expert? Then it's about time you picked up Head First HTML and really learned HTML. You want to learn HTML so you can finally create those web pages you've always wanted, so you can communicate more effectively with friends, family, fans, and fanatic customers. You also want to do it right so you can actually maintain and expand your web pages over time so they work in all browsers and mobile devices. Oh, and if you've never heard of CSS, that's okay--we won't tell anyone you're still partying like it's 1999--but if you're going to create web pages in the 21st century then you'll want to know and understand CSS.Learn the real secrets of creating web pages, and why everything your boss told you about HTML tables is probably wrong (and what to do instead). Most importantly, hold your own with your co-worker (and impress cocktail party guests) when he casually mentions how his HTML is now strict, and his CSS is in an external style sheet.With Head First HTML, you'll avoid the embarrassment of thinking web-safe colors still matter, and the foolishness of slipping a font tag into your pages. Best of all, you'll learn HTML and CSS in a way that won't put you to sleep. If you've read a Head First book, you know what to expect: a visually-rich format designed for the way your brain works. Using the latest research in neurobiology, cognitive science, and learning theory, this book will load HTML and CSS into your brain in a way that sticks.So what are you waiting for? Leave those other dusty books behind and come join us in Webville. Your tour is about to begin.

Explore the darker side of the popular Go programming language while you test your systems, build and automate tools to fit your needs, and improve your security skillset.

An accessible synthesis of ethical issues raised by artificial intelligence that moves beyond hype and nightmare scenarios to address concrete questions.Artificial intelligence powers Google''s search engine, enables Facebook to target advertising, and allows Alexa and Siri to do their jobs. AI is also behind self-driving cars, predictive policing, and autonomous weapons that can kill without human intervention. These and other AI applications raise complex ethical issues that are the subject of ongoing debate. This volume in the MIT Press Essential Knowledge series offers an accessible synthesis of these issues. Written by a philosopher of technology, AI Ethics goes beyond the usual hype and nightmare scenarios to address concrete questions.Mark Coeckelbergh describes influential AI narratives, ranging from Frankenstein''s monster to transhumanism and the technological singularity. He surveys relevant philosophical discussions: questions about the fundamental differences between humans and machines and debates over the moral status of AI. He explains the technology of AI, describing different approaches and focusing on machine learning and data science. He offers an overview of important ethical issues, including privacy concerns, responsibility and the delegation of decision making, transparency, and bias as it arises at all stages of data science processes. He also considers the future of work in an AI economy. Finally, he analyzes a range of policy proposals and discusses challenges for policymakers. He argues for ethical practices that embed values in design, translate democratic values into practices and include a vision of the good life and the good society.

Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size—small enough to run on a microcontroller. With this practical book you'll enter the field of TinyML, where deep learning and embedded systems combine to make astounding things possible with tiny devices.Pete Warden and Daniel Situnayake explain how you can train models small enough to fit into any environment. Ideal for software and hardware developers who want to build embedded systems using machine learning, this guide walks you through creating a series of TinyML projects, step-by-step. No machine learning or microcontroller experience is necessary.Build a speech recognizer, a camera that detects people, and a magic wand that responds to gesturesWork with Arduino and ultra-low-power microcontrollersLearn the essentials of ML and how to train your own modelsTrain models to understand audio, image, and accelerometer dataExplore TensorFlow Lite for Microcontrollers, Google's toolkit for TinyMLDebug applications and provide safeguards for privacy and securityOptimize latency, energy usage, and model and binary size

Advanced R presents useful tools and techniques for attacking many types of R programming problems, helping you avoid mistakes and dead ends. With more than ten years of experience programming in R, the author illustrates the elegance, beauty, and flexibility at the heart of R.

Keep projects on trackMicrosoft Project 2019 is a powerhouse project management, portfolio management, and resource management tool. Whether you're a full-time project manager or manage projects as part of a larger set of duties, Microsoft Project 2019 For Dummies will get you thinking and operating at the level of a project management guru.Written by a noted project management pro, this book covers the ins and outs of Microsoft Project. Throughout the book, you'll find project management best practices and tips for keeping any project on schedule and under budget.* Reference the full set of Microsoft Project 2019 features* Learn to think like a project management professional* Get into the nuts and bolts of Project for better productivity* Create a task schedule that keeps a project moving* Identify the golden rules that keep projects on trackWith Microsoft Project 2019 For Dummies, you'll soon get a grip on all the powerful features of this popular project management software. No matter your level of training or experience, this book will show you how improve your project management with Microsoft Project 2019.

Sanctuary is home to some of the most dangerous creatures to pull themselves from the pits of hell. Tread lightly, and never fall prey to monsters with the Diablo Bestiary.

Building a successful product usually involves teams of people, and many choose the Scrum approach to aid in creating products that deliver the highest possible value. Implementing Scrum gives teams a collection of powerful ideas they can assemble to fit their needs and meet their goals. The ninety-four patterns contained within are elaborated nuggets of insight into Scrum’s building blocks, how they work, and how to use them. They offer novices a roadmap for starting from scratch, yet they help intermediate practitioners fine-tune or fortify their Scrum implementations. Experienced practitioners can use the patterns and supporting explanations to get a better understanding of how the parts of Scrum complement each other to solve common problems in product development.The patterns are written in the well-known Alexandrian form, whose roots in architecture and design have enjoyed broad application in the software world. The form organizes each pattern so you can navigate directly to organizational design tradeoffs or jump to the solution or rationale that makes the solution work. The patterns flow together naturally through the context sections at their beginning and end.Learn everything you need to know to master and implement Scrum one step at a time'the agile way.

Get your head--and your business--into the CloudCloud computing is no longer just a clever new toy in the world of IT infrastructure. Despite the nebulous name, it's become a real and important part of our information architecture--and tech professionals who ignore it or try to skim their way through risk falling behind rapidly. The new edition of Cloud Computing For Dummies gets you up to speed fast, clarifying your Cloud options, showing you where can save you time and money, giving you ways to frame your decisions, and helping you avoid weeks of research.In a friendly, easy-to-follow style, Cloud Computing For Dummies, 2nd Edition demystifies the Cloud's virtual landscape, breaking up a complex and multi-layered topic into simple explanations that will make the various benefits clear and ultimately guide you toward making the most appropriate choices for your organization.* Know the business case for the Cloud* Understand hybrid and multi-cloud options* Develop your Cloud strategy* Get tips on best practicesThe Cloud is everywhere, and it can deliver amazing benefits to our lives and businesses. Get a much clearer vision of exactly how with Cloud Computing For Dummies--and you'll begin to see that the sky really is the limit!

Power Query is the amazing new data cleansing tool in both Excel and Power BI Desktop. Do you find yourself performing the same data cleansing steps day after day? Power Query will make it faster to clean your data the first time. While Power Query is powerful, the interface is subtle--there are tools hiding in plain sight that are easy to miss. Go beyond the obvious and take Power Query to new levels with this book.

Immerse yourself in 'Photographer's Guide to the Sony DSC-RX10 IV', a comprehensive book written by the renowned author, Alexander S White. Published in 2017, this guide is a must-have for photography enthusiasts and professionals alike. The book is a deep dive into the intricacies of the Sony DSC-RX10 IV camera, providing readers with a thorough understanding of its features and capabilities. The author's expertise shines through each page, making complex concepts easy to grasp. This book does not merely list the camera's features; instead, it teaches you how to harness them to capture stunning photographs. The book belongs to the informative genre, making it a valuable resource for individuals keen on mastering this specific camera model. Published by White Knight Press, a publisher known for its quality publications in various genres, this book is a testament to their commitment to delivering valuable content to readers. The book is written in English, making it accessible to a wide range of readers globally. Don't miss out on this opportunity to elevate your photography skills to new heights with 'Photographer's Guide to the Sony DSC-RX10 IV'.

The Legend of Zelda: Breath of the Wild is a captivating book that was published by Piggyback on February 21, 2018. This book dives into the enchanting world of one of the most acclaimed video games, providing readers with an immersive experience. Although the author's name is not listed, the book's content reflects a profound understanding of the game's universe, making it a must-read for any fan of the genre. Published by Piggyback, a renowned publisher known for their high-quality publications, this book is a testament to their commitment to providing readers with engaging and insightful content. Written in English, this book is accessible to a wide range of readers.

Fake news. Digital monopolies. Stealth Marketing. This is the story of how the internet, which began as a dream, has become a nightmare.

Machine learning (ML) is changing virtually every aspect of our lives. Today ML algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is the most exciting time to adopt a disruptive technology that will transform how everyone invests for generations.