Discover the techniques behind beautiful design?by deconstructing designs to understand them The term 'hacker' has been redefined to consist of anyone who has an insatiable curiosity as to how things work and how they can try to make them better.
Master the Shiny web frameworkand take your R skills to a whole new level. By letting you move beyond static reports, Shiny helps you create fully interactive web apps for data analyses. Users will be able to jump between datasets, explore different subsets or facets of the data, run models with parameter values of their choosing, customize visualizations, and much more.Hadley Wickham from RStudio shows data scientists, data analysts, statisticians, and scientific researchers with no knowledge of HTML, CSS, or JavaScript how to create rich web apps from R. This in-depth guide provides a learning path that you can follow with confidence, as you go from a Shiny beginner to an expert developer who can write large, complex apps that are maintainable and performant.Get started: Discover how the major pieces of a Shiny app fit togetherPut Shiny in action: Explore Shiny functionality with a focus on code samples, example apps, and useful techniquesMaster reactivity: Go deep into the theory and practice of reactive programming and examine reactive graph componentsApply best practices: Examine useful techniques for making your Shiny apps work well in production
After twenty years, return to the wild world of Crash Bandicoot with this epic behind-the-scenes look at the new Crash Bandicoot 4: It's About Time!
Prepare for Microsoft Exam AZ-204-and help demonstrate your real-world mastery of Microsoft Azure solutions development. Designed for working Azure developers, this Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the Microsoft Certified Azure Developer Associate level. Focus on the expertise measured by these objectives:Develop for cloud storageCreate Platform as a Service (PaaS) SolutionsSecure cloud solutionsDevelop for an Azure cloud modelImplement cloud integration solutionsDevelop Azure Cognitive Services, Bot, and IoT solutionsDevelop Azure Infrastructure as a Service compute solutionsDevelop Azure Platform as a Service compute solutionsDevelop for Azure storageImplement Azure securityMonitor, troubleshoot, and optimize solutionsConnect to and consume Azure services and third-party servicesThis Microsoft Exam Ref:Organizes its coverage by exam objectivesFeatures strategic, what-if scenarios to challenge youAssumes you want to show your ability to design and build diverse Microsoft Azure cloud solutions, and successfully participate in all phases of their development
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
'Like going one-to-one with a personal career coach, it's impossible to leave this book without having a massive personal breakthrough' Bruce Daisley, Vice President, EMEA Twitter and author of The Joy of Work.'The Squiggly Career is a brilliant guide. Read it and get the tools you need to thrive in your career now and in the future' Marie Forleo, #1 New York Times bestselling author of Everything is Figureoutable.'The Squiggly Career is about navigating work in a way that suits you, it's a timely and brilliant handbook for now' StylistCareer ladders and jobs for life are a thing of the pastToday, we're living in a world of squiggly careers, where moving frequently and fluidly between roles, industries, locations, and even careers, is becoming the new normal. Squiggly careers can feel stressful and overwhelming, but if you know how to make the most of them, they can be full of opportunity, freedom and purpose. And to make the most of our increasingly squiggly careers we need to answer some important questions: What am I good at? What do I stand for? What motivates and drives me? Where do I want to go in the future? In The Squiggly Career, you'll learn how to: - Play to your super strengths- Discover your values- Overcome your confidence gremlins - Build better support networks- Explore your future possibilities Packed with insights about the changing shape of work and inspiration from highly successful people, this book will fuel your growth and help you be happier, and ultimately more successful in your career.
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.
The iPhone boot camp for getting the most out of your device iPhone For Dummies is the ultimate user-friendly guide to the iPhone! Whether you're new to the iPhone or just want to get more out of it, this book will show you the essentials you need to know to take full advantage of the major features.
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.
In this international bestseller, Orzel explains the key theories of quantum physics, taking his dog Emmys anarchic behaviour as a starting point. Could she use quantum tunnelling to get through the neighbours fence? How about diffracting round a tree to chase squirrels? From quarks and gluons to Heisenbergs uncertainty principle, this is a uniquely entertaining way to unlock the secrets of the universe.
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.
This book was written to demonstrate and teach the use of Rhinoceros software for the design and creation of jewelry.Rhino's powerful NURBS technology makes it possible to achieve extreme accuracy while being flexible enough to create your most fluid designs. Import a design sketch into Rhino and create an accurate technical drawing using Rhino's easy and intuitive drafting tools. Take this further into a full 3-dimensional model that can be sent on to prototyping technology. Chapters are in tutorial format with step-by-step instructions that will gradually build a knowledge base as later chapters become more advanced. Intensive instruction in both technical drawings of jewelry objects and the creation of jewelry models. Good for self-instruction or classroom.
Let your creativity run wild and breathe new life into your photography.
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
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