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Taschenbuch. Zustand: Neu. Neuware - Leverage Swift to practice effective and efficient test-driven development (TDD) methodology. Software testing and TDD are evergreen programming concepts-yet Swift developers haven't widely adopted them. What's needed is a clear roadmap to learn and adopt TDD in the Swift world. Over the past… years, Apple has invested in XCTest and Xcode's testing infrastructure, making testing a new top priority in their ecosystem. Open-source libraries such as Quick and Nimble have also reached maturity. The tools are there. This book will show you how to wield them.TDD has much more to offer than catching bugs. With this book, you'll learn a philosophy for building software. TDD enables engineers to solve problems incrementally, writing only as much code as necessary. By decomposing big problems into small steps, you can move along at a fast pace, always making visible progress.Participate in the test-driven development journey by building a real iOS application and incorporating new concepts through each chapter. The book's concepts will emerge as you figure out ways to use tests to drive the solutions to the problems of each chapter. Through the TDD of a single application, you'll be introduced to all the staples and advanced concepts of the craft, understand the trade offs each technique offers, and review an iterative process of software development.Test-Driven Development in Swiftprovides the path for a highly efficient way to make amazing apps.What You'll LearnWrite tests that are easy to maintainLook after an ever-growing test suiteBuild a testing vocabulary that can be applied outside the Swift worldSee how Swift programming enhances the TDD flow seen in dynamic languagesDiscover how compiler errors can provide the same helpful guidance as failing tests doWho This Book Is ForMid-level developers keen to write higher quality code and improve their workflows. Also, developers that have already been writing tests but feel they are not getting the most out of them.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Learn about business intelligence (BI) features in T-SQL and how they can help you with data science and analytics efforts without the need to bring in other languages such as R and Python. This book shows you how to compute statistic…al measures using your existing skills in T-SQL. You will learn how to calculate descriptive statistics, including centers, spreads, skewness, and kurtosis of distributions. You will also learn to find associations between pairs of variables, including calculating linear regression formulas and confidence levels with definite integration.No analysis is good without data quality. Advanced Analytics with Transact-SQLintroduces data quality issues and shows you how to check for completeness and accuracy, and measure improvements in data quality over time. The book also explains how to optimize queries involving temporal data, such as when you search for overlapping intervals. More advanced time-oriented information in the book includes hazard and survival analysis.Forecasting with exponential moving averages and autoregression is covered as well. Every web/retail shop wants to know the products customers tend to buy together. Trying to predict the target discrete or continuous variable with few input variables is important for practically every type of business. This book helps you understand data science and the advanced algorithms use to analyze data, and terms such asdata mining, machine learning, and text mining.Key to many of the solutions in this book are T-SQL window functions. Author Dejan Sarka demonstrates efficient statistical queries that are based on window functions and optimized through algorithms built using mathematical knowledge and creativity. The formulas and usage of those statistical procedures are explained so you can understand and modify the techniques presented.T-SQL is supported in SQL Server, Azure SQL Database, and in Azure Synapse Analytics. There are so many BI features in T-SQL that it might become your primary analytic database language. If you want to learn how to get information from your data with the T-SQL language that you already are familiar with, then this is the book for you.What You Will LearnDescribe distribution of variables with statistical measuresFind associations between pairs of variablesEvaluate the quality of the data you are analyzingPerform time-series analysis on your dataForecast values of a continuous variablePerform market-basket analysis to predict customer purchasing patternsPredict target variable outcomes from one or more input variablesCategorize passages of text by extracting and analyzing keywordsWho This Book Is ForDatabase developers and database administrators who want to translate their T-SQL skills into the world of business intelligence (BI) and data science. For readers who want to analyze large amounts of data efficiently by using their existing knowledge of T-SQL and Microsoft's various database platforms such as SQL Server and Azure SQL Database. Also for readers who want to improve their querying by learning new and original optimization techniques. 324 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Use Flybase and Twilio with Node.js to build real-time solutions and understand how real-time web technologies work. Written by the founder of Flybase, this book offers you practical solutions for communicating effectively with users…on the modern web.Flybase.io is a web platform, used to store and retrieve data in real-time, as well as to send and receive real-time events such as triggers for incoming calls, incoming messages, agents logging off, etc.You will learn to send daily SMS messages, build an SMS call center to provide support to users, and build a call center to handle incoming and outgoing phone calls from the browser. You'll also build a group calling system to let groups send messages to each other: handy for managing events.Real-Time Twiliobrings to light using the winning combination of Flybase and Twilio with Node.js for anyone with basic web development skills.What You'll LearnDevelop web apps with Flybase and TwilioBuild a live blogging tool and a group chat appCreate a click-to-call call center and a Salesforce-powered call centerSend daily SMS remindersDevelop a real-time call tracking dashboardWho This Book Is ForThose who want to learn to use Twilio and who wants to learn real-time development. 172 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -'It's a joy to read a book by a mathematician who knows how to write. [.]There is no better guide to the strategies and stakes of this battle for the future.'---Paul Romer, Nobel Laureate, University Professor in Economics at NYU, and… former Chief Economist at the World Bank.'By explaining the flaws and foibles of everything from Google search to QAnon-and by providing level-headed evaluations of efforts to fix them-Noah Giansiracusa offers the perfect starting point for anyone entering the maze of modern digital media.'-Jonathan Rauch, senior fellow at the Brookings Institute and contributing editor ofThe AtlanticFrom deepfakes to GPT-3, deep learning is now powering a new assault on our ability to tell what's real and what's not, bringing a whole new algorithmic side to fake news.On the other hand, remarkable methods are being developed to help automate fact-checking and the detection of fake news and doctored media.Success in the modern business world requires you to understand these algorithmic currents, and to recognize the strengths, limits, and impacts of deep learning---especially when it comes to discerning the truth and differentiating fact from fiction.This book tells the stories of this algorithmic battle for the truth and how it impacts individuals and society at large. In doing so, it weaves together the human stories and what's at stake here, a simplified technical background on how these algorithms work, and an accessible survey of the research literature exploring these various topics. How Algorithms Create and Prevent Fake News is an accessible, broad account of the various ways that data-driven algorithms have been distorting reality and rendering the truth harder to grasp.From news aggregators to Google searches to YouTube recommendations to Facebook news feeds, the way we obtain information today is filtered through the lens of tech giant algorithms.The way data is collected, labelled, and stored has a big impact on the machine learning algorithms that are trained on it, and this is a main source of algorithmic bias - which gets amplified in harmful data feedback loops.Don't be afraid: with this book you'll see the remedies and technical solutions that are being applied to oppose these harmful trends. There is hope.What You Will LearnThe ways that data labeling and storage impact machine learning and how feedback loops can occurThe history and inner-workings of YouTube's recommendation algorithmThe state-of-the-art capabilities of AI-powered text generation (GPT-3) and video synthesis/doctoring (deepfakes) and how these technologies have been used so farThe algorithmic tools available to help with automated fact-checking and truth-detectionWho This Book is ForPeople who don't have a technical background (in data, computers, etc.) but who would like to learn how algorithms impact society; business leaders who want to know the powers and perils of relying on artificial intelligence. A secondary audience is people with a technical background who want to explore the larger social and societal impact of their work. 248 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Build 12 robotics models using LEGO WeDo 2.0. This book features models created especially to introduce LEGO enthusiasts to hardware and software concepts while creating robots inspired by natural wildlife.You'll learn the basics behi…nd different mechanisms and principals required to build walking robots. Simultaneously, make your model 'come to life' by incorporating powerful yet simple programming techniques. For every model, go through all the phases to explore each robot's functionality, solve problems using creativity, identify issues, and propose solutions.The authors's expertise working in education, mathematics, programming, electronic, and robotics came together to produce this book. The methodology used is designed to help you discover new knowledge, that has been used historically in science. It relies on observation, measurement, experimentation and formulation, analysis, and modification of hypotheses. All activities are carried out following the methodology created by the authors called 5 phases of educational robotics (5PER), which are: design, construction, programming, testing and, finally, documenting and sharingWith Robotics Models Using LEGO WeDo 2.0 you'll create solutions to specific, tangible problems while building fun and engaging LEGO models and learning to program them to accomplish basic tasks.What You'll LearnCreate your own LEGO WeDo 2.0 inventions using the design principles in this bookUnderstand the mechanics behind animal motions by developing robotic prototypes and how they interact with our environment through the use of sensors and actuatorsSolve problems by using an iconographic programming language for the implementation of algorithmsWho This Book Is ForLEGO enthusiasts and students who want to prototype solutions to challenges using mechanical and computer science engineering. Teachers and parents of younger LEGO enthusiasts will also find the book a helpful guide to introducing the world of robotics in a dynamic and fun way. 380 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Builda digital workplace solutionfrom scratch usingSharePoint Online, Teams, and the Power Platform. The book will help you implement all the modern capabilities of the SharePoint Framework, Teams, and Power Platform into a SharePoint… Online solution.You will begin your journey with a short overview of the basics of SharePoint Online. You will then work through a case study with a solutions approach to implement various business requirements using SharePoint Online. Further, you will learn how to provision sites using PnP and build SharePoint forms using out-of-the-box forms. The next section covers Power Apps and Power Automate, followed by a discussion on SharePoint Framework where you will learn to customize SharePoint Online sites using SPFx. Moving forward you will go through configuration and customization of PnP modern search. Wrapping up, you will integrate Microsoft Teams, MS Graph, and Power Virtual Agents with SharePoint Online.After reading Building the Modern Workplace with SharePoint Online you will be able to build SharePoint Online sites according to your business requirements and integrate SharePoint Online with other services for a modern workplace experience.What You Will Learn Build modern workplace solutions using SharePoint Online out-of-the-box features Use Power App forms, SPFx web parts, SPFx extensions, and modern search Create Power Automate workflows Develop Teams solutions and chatbots Use Microsoft Graph and PnP JS with SharePointCustomize search capabilitiesWho This Book Is ForAll SharePoint developers and power users. 343 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -So far, little effort has been devoted to developing practical approaches on how to develop and deploy AI systems that meet certain standards and principles.This is despite the importance of principles such as privacy, fairness, and s…ocial equality taking centre stage in discussions around AI. However, for an organization, failing to meet those standards can give rise to significant lost opportunities. It may further lead to an organization's demise, as the example of Cambridge Analytica demonstrates. It is, however, possible to pursue a practical approach for the design, development, and deployment of sustainable AI systems that incorporates both business and human values and principles.This book discusses the concept of sustainability in the context of artificial intelligence. In order to help businesses achieve this objective, the author introduces the sustainable artificial intelligence framework (SAIF), designed as a reference guide in the development and deployment of AI systems.The SAIF developed in the book is designed to help decision makers such as policy makers, boards, C-suites, managers, and data scientists create AI systems that meet ethical principles.By focusing on four pillars related to the socio-economic and political impact of AI, the SAIF creates an environment through which an organization learns to understand its risk and exposure to any undesired consequences of AI, and the impact of AI on its ability to create value in the short, medium, and long term.What You Will Learn See the relevance of ethics to the practice of data science and AI Examine the elements that enable AI within an organization Discover the challenges of developing AI systems that meet certain human or specific standards Explore the challenges of AI governance Absorb the key factors to consider when evaluating AI systems Who This Book Is ForDecision makers such as government officials, members of the C-suite and other business managers, and data scientists as well as any technology expert aspiring to a data-related leadership role. 156 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Apply decoupling patterns, properly test a decoupled project, and integrate a Django API with React, and Vue.js. This book covers decoupled architectures in Django, with Django REST framework and GraphQL. With practical and simple exa…mples, you'll see firsthand how, why, and when to decouple a Django project.Starting with an introduction to decoupled architectures versus monoliths, with a strong focus on the modern JavaScript scene, you'll implement REST and GraphQL APIs with Django, add authentication to a decoupled project, and test the backend. You'll then review functional testing for JavaScript frontends with Cypress. You will also learn how to integrate GraphQL in a Django project, with a focus on the benefits and drawbacks of this new query language.By the end of this book, you will be able to discern and apply all the different decoupling strategies to any Django project, regardless of its size.What You'll LearnChoose the right approach for decoupling a Django projectBuild REST APIs with Django and a Django REST frameworkIntegrate Vue.js and GraphQL in a Django projectConsume a Django REST API with Next.jsTest decoupled Django projectsWho This Book Is ForSoftware developers with basic Django skills keen to learn decoupled architectures with Django. JavaScript developers interested in learning full-stack development and decoupled architectures with Django. 256 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Learn about editor scripting in Unity, including different possible methods of editor customization to fit your custom game workflow or even to create assets that could be published on the Asset Store to earn a passive income.The know…ledge of editor scripting, although rarely covered in books, gives a game developer insight into how things work in Unity under the hood, which you can leverage to create custom tools that empower your unique game idea.This book starts with the very basics of editor scripting in Unity, such as using built-in attributes to customize your component's editor and creating custom editors and windows with IMGUI and UI Toolkit. Next, we move to a general use case example by creating an object spawner EditorTool for the scene view. Later, we dive straight to in-depth stats and detailed case studies of two Unity assets: ProArray and Rhythm Game Starter. Here you'll get more context on how editor scripting is used in published assets.You will also learn how to set up a better workflow for editor scripting, asset publishing, maintenance, and iterative updates. You will leverage the power of modern web technology to build a documentation site with GitBook and DocFX. Finally, you will see some tips and tricks for automating asset versioning and changelogs.What You Will Learn Get started with Editor scripting in Unity Work with advanced editor topics such as custom EditorWindows and EditorTool Structure your C# code with namespaces and asmdef Use IMGUI and UI Toolkit for creating editor GUIs Master packaging and selling your own editor tools Set up a better workflow for asset publishing, maintenance, and iterative updates Who This Book Is ForReaders who want to learn about editor scripting to improve their game-development process and create tools forthemselves. Moderate experience with C# and a fundamental knowledge of Unity is expected. 284 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Build a modern data platform by deploying SQL Server in Kubernetes. Modern application deployment needs to be fast and consistent to keep up with business objectives and Kubernetes is quickly becoming the standard for deploying contai…ner-based applications, fast. This book introduces Kubernetes and its core concepts. Then it shows you how to build and interact with a Kubernetes cluster. Next, it goes deep into deploying and operationalizing SQL Server in Kubernetes, both on premises and in cloud environments such as the Azure Cloud.You will begin with container-based application fundamentals and then go into an architectural overview of a Kubernetes container and how it manages application state. Then you will learn the hands-on skill of building a production-ready cluster. With your cluster up and running, you will learn how to interact with your cluster and perform common administrative tasks. Once you can admin the cluster, you will learn how to deploy applications and SQL Server in Kubernetes. You will learn about high-availability options, and about using Azure Arc-enabled Data Services. By the end of this book, you will know how to set up a Kubernetes cluster, manage a cluster, deploy applications and databases, and keep everything up and running.What You Will LearnUnderstand Kubernetes architecture and cluster componentsDeploy your applications into Kubernetes clustersManage your containers programmaticallythrough API objects and controllersDeploy and operationalize SQL Server in KubernetesImplement high-availability SQL Server scenarios on Kubernetes using Azure Arc-enabled Data ServicesMake use of Kubernetes deployments for Big Data ClustersWho This Book Is ForDBAs and IT architects who are ready to begin planning their next-generation data platform and want to understand what it takes to run SQL Server in a container in Kubernetes. SQL Server on Kubernetes is an excellent choice for those who want to understand the big picture of why Kubernetes is the next-generation deployment method for SQL Server but also want to understand the internals, or the how, of deploying SQL Server in Kubernetes. When finished with this book, you will have the vision and skills to successfully architect, build and maintain a modern data platform deploying SQL Server on Kubernetes. 260 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Know how to adapt quantum computing and machine learning algorithms. This book takes you on a journey into hands-on quantum machine learning (QML) through various options available in industry and research.The first three chapters off…er insights into the combination of the science of quantum mechanics and the techniques of machine learning, where concepts of classical information technology meet the power of physics. Subsequent chapters follow a systematic deep dive into various quantum machine learning algorithms, quantum optimization, applications of advanced QML algorithms (quantum k-means, quantum k-medians, quantum neural networks, etc.), qubit state preparation for specific QML algorithms, inference, polynomial Hamiltonian simulation, and more, finishing with advanced and up-to-date research areas such as quantum walks, QML via Tensor Networks, and QBoost.Hands-on exercises from open source libraries regularly used today in industry and research are included, such as Qiskit, Rigetti's Forest, D-Wave's dOcean, Google's Cirq and brand new TensorFlow Quantum, and Xanadu's PennyLane, accompanied by guided implementation instructions. Wherever applicable, the book also shares various options of accessing quantum computing and machine learning ecosystems as may be relevant to specific algorithms.The book offers a hands-on approach to the field of QML using updated libraries and algorithms in this emerging field. You will benefit from the concrete examples and understanding of tools and concepts for building intelligent systems boosted by the quantum computing ecosystem. This work leverages the author's active research in the field and is accompanied by a constantly updated website for the book which provides all of the code examples.What You will Learn Understand and explore quantum computing and quantum machine learning, and their application in science and industry Explore variousdata training models utilizing quantum machine learning algorithms and Python libraries Get hands-on and familiar with applied quantum computing, including freely available cloud-based access Be familiar with techniques for training and scaling quantum neural networks Gain insight into the application of practical code examples without needing to acquire excessive machine learning theory or take a quantum mechanics deep dive Who This Book Is ForData scientists, machine learning professionals, and researchers 551 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The emergence of artificial intelligence (AI) has brought us to the precipice of a new age where we struggle to understand what is real, from advanced CGI in movies to even faking the news. AI that was developed to understand our real…ity is now being used to create its own reality.In this book we look at the many AI techniques capable of generating new realities. We start with the basics of deep learning. Then we move on to autoencoders and generative adversarial networks (GANs). We explore variations of GAN to generate content. The book ends with an in-depth look at the most popular generator projects.By the end of this book you will understand the AI techniques used to generate different forms of content. You will be able to use these techniques for your own amusement or professional career to both impress and educate others around you and give you the ability to transform your own reality into something new.What You Will LearnKnow the fundamentals of content generation from autoencoders to generative adversarial networks (GANs)Explore variations of GANUnderstand the basics of other forms of content generationUse advanced projects such as Faceswap, deepfakes, DeOldify, and StyleGAN2Who This Book Is ForMachine learning developers and AI enthusiasts who want to understand AI content generation techniques 340 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Gain the essential skills for computer science using one of today's most popular programming languages, Java. This book will prepare you for AP CompSci Complete, but you don't need to be sitting that class to benefit.Computer science…has become a basic life skill that everyone is going to need to learn. Whether you are going into a career or side hustle in business, technology, creativity, architecture, or almost any other field, you will find coding and computer science play a role.So when we learn programming we are going to focus on three things:what is the process; what is the syntax; and what is the flow.The process is represented as a flowchart.We will learn how to make these to help you plan out what you are going to do before you write a line of code. At first, the flowcharts will be pretty simple, but then they will get more complex. The syntax is the code: this is what you write that translates the process you create in a flowchart to the instructions that the computer can understand. Finally, there is the flow. This is where you trace through the code and see how the data and information it stores along the way changes. You can see how the operation of the program cascades from line to line. You will be building charts that will capture the programming flow so you can better understand how the computer processes code to make your next program easier to conceive and code.Along the way to aid in the learning of the essential Java skills, there will be three kinds of project types throughout this book:business software projects for applications where you work for a company and need to complete an internal project for a team such as the sales, marketing, or data science teams; social good projects where you are working for non-profits or for agencies that are trying to research and provide solutions to economic, environmental, medical, or humanitarian projects; and game development projects for games basedon player input, random chance, or other mechanics for the use of entertainment.What is unique about computer science is how it has become a skill, and not just a career. While there are jobs and titles of 'computer scientist', the skill of computer science, and specifically programming, are almost everywhere.After reading and using this book, you'll have the essential skills to think like a computer scientist, even if you are not.As a result you'll be of greater value to your clients, your company, and yourself.What You Will Learn Discover the primary building blocks of programming using the Java programming language See terminology and best practices of software development Work with object-oriented programming concepts Use common-language definitions and examples to help drive understanding and comprehension of computer science fundamentals Who This Book Is For Those who want to learn programming and want to think like a computer scientist. Ideal for anyone taking AP CompSci Complete. 348 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Learn about business intelligence (BI) features in T-SQL and how they can help you with data science and analytics efforts without the need to bring in other languages such as R and Python. This book shows you how to compute statistical m…easures using your existing skills in T-SQL. You will learn how to calculate descriptive statistics, including centers, spreads, skewness, and kurtosis of distributions. You will also learn to find associations between pairs of variables, including calculating linear regression formulas and confidence levels with definite integration.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 324 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Learn approaches of computational thinking and the art of designing algorithms. Most of the algorithms you will see in this book are used in almost all software that runs on your computer.Learning how to program can be very rewarding.… It is a special feeling to seeing a computer translate your thoughts into actions and see it solve your problems for you. To get to that point, however, you must learn to think about computations in a new way-you must learn computational thinking. This book begins by discussing models of the world and how to formalize problems. This leads onto a definition of computational thinking and putting computational thinking in a broader context. The practical coding in the book is carried out in Python; you'll get an introduction to Python programming, including how to set up your development environment.What You Will LearnThink in a computational wayAcquire general techniques for problem solvingSeegeneral and concrete algorithmic techniquesProgram solutions that are both computationally efficient and maintainable Who This Book Is ForThose new to programming and computer science who are interested in learning how to program algorithms and working with other computational aspects of programming. 657 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Use Flybase and Twilio with Node.js to build real-time solutions and understand how real-time web technologies work. Written by the founder of Flybase, this book offers you practical solutions for communicating effectively with users on t…he modern web.Flybase.io is a web platform, used to store and retrieve data in real-time, as well as to send and receive real-time events such as triggers for incoming calls, incoming messages, agents logging off, etc. You will learn to send daily SMS messages, build an SMS call center to provide support to users, and build a call center to handle incoming and outgoing phone calls from the browser. You'll also build a group calling system to let groups send messages to each other: handy for managing events.Real-Time Twilio brings to light using the winning combination of Flybase and Twilio with Node.js for anyone with basic web development skills.What You'll LearnDevelop web apps with Flybase and TwilioBuild a live blogging tool and a group chat appCreate a click-to-call call center and a Salesforce-powered call centerSend daily SMS remindersDevelop a real-time call tracking dashboardWho This Book Is ForSpringer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 172 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -'It's a joy to read a book by a mathematician who knows how to write. [.] There is no better guide to the strategies and stakes of this battle for the future.'Paul Romer, Nobel Laureate, University Professor in Economics at NYU, and forme…r Chief Economist at the World Bank.'By explaining the flaws and foibles of everything from Google search to QAnon-and by providing level-headed evaluations of efforts to fix them-Noah Giansiracusa offers the perfect starting point for anyone entering the maze of modern digital media.'Jonathan Rauch, senior fellow at the Brookings Institute and contributing editor of The AtlanticFrom deepfakes to GPT-3, deep learning is now powering a new assault on our ability to tell what's real and what's not, bringing a whole new algorithmic side to fake news. On the other hand, remarkable methods are being developed to help automate fact-checking and the detection of fake news and doctored media. Success in the modern business world requires you to understand these algorithmic currents, and to recognize the strengths, limits, and impacts of deep learning---especially when it comes to discerning the truth and differentiating fact from fiction.This book tells the stories of this algorithmic battle for the truth and how it impacts individuals and society at large. In doing so, it weaves together the human stories and what's at stake here, a simplified technical background on how these algorithms work, and an accessible survey of the research literature exploring these various topics.How Algorithms Create and Prevent Fake News is an accessible, broad account of the various ways that data-driven algorithms have been distorting reality and rendering the truth harder to grasp. From news aggregators to Google searches to YouTube recommendations to Facebook news feeds, the way we obtain information todayis filtered through the lens of tech giant algorithms. The way data is collected, labelled, and stored has a big impact on the machine learning algorithms that are trained on it, and this is a main source of algorithmic bias - which gets amplified in harmful data feedback loops. Don't be afraid: with this book you'll see the remedies and technical solutions that are being applied to oppose these harmful trends. There is hope.What You Will LearnThe ways that data labeling and storage impact machine learning and how feedback loops can occurThe history and inner-workings of YouTube's recommendation algorithmThe state-of-the-art capabilities of AI-powered text generation (GPT-3) and video synthesis/doctoring (deepfakes) and how these technologies have been used so farThe algorithmic tools available to help with automated fact-checking and truth-detectionWho This Book is ForPeople who don't have a technical background (in data, computers, etc.) but who would like to learn how algorithms impact society; business leaders who want to know the powers and perils of relying on artificial intelligence. A secondary audience is people with a technical background who want to explore the larger social and societal impact of their work.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 248 pp. Englisch.
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EUR 58,84
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -So far, little effort has been devoted to developing practical approaches on how to develop and deploy AI systems that meet certain standards and principles. This is despite the importance of principles such as privacy, fairness, and soci…al equality taking centre stage in discussions around AI. However, for an organization, failing to meet those standards can give rise to significant lost opportunities. It may further lead to an organization's demise, as the example of Cambridge Analytica demonstrates. It is, however, possible to pursue a practical approach for the design, development, and deployment of sustainable AI systems that incorporates both business and human values and principles.This book discusses the concept of sustainability in the context of artificial intelligence. In order to help businesses achieve this objective, the author introduces the sustainable artificial intelligence framework (SAIF), designed as a reference guide in the development and deploymentof AI systems.The SAIF developed in the book is designed to help decision makers such as policy makers, boards, C-suites, managers, and data scientists create AI systems that meet ethical principles. By focusing on four pillars related to the socio-economic and political impact of AI, the SAIF creates an environment through which an organization learns to understand its risk and exposure to any undesired consequences of AI, and the impact of AI on its ability to create value in the short, medium, and long term.What You Will LearnSee the relevance of ethics to the practice of data science and AIExamine the elements that enable AI within an organizationDiscover the challenges of developing AI systems that meet certain human or specific standardsExplore the challenges of AI governanceAbsorb the key factors to consider when evaluating AI systemsWho This Book Is ForDecision makers such as government officials, members of the C-suite and other business managers, and data scientists as well as any technology expert aspiring to a data-related leadership role.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 156 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Build 12 robotics models using LEGO WeDo 2.0. This book features models created especially to introduce LEGO enthusiasts to hardware and software concepts while creating robots inspired by natural wildlife.Springer-Verlag GmbH, Tiergarten…str. 17, 69121 Heidelberg 380 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Apply decoupling patterns, properly test a decoupled project, and integrate a Django API with React, and Vue.js. This book covers decoupled architectures in Django, with Django REST framework and GraphQL. With practical and simple example…s, you'll see firsthand how, why, and when to decouple a Django project.Starting with an introduction to decoupled architectures versus monoliths, with a strong focus on the modern JavaScript scene, you'll implement REST and GraphQL APIs with Django, add authentication to a decoupled project, and test the backend. You'll then review functional testing for JavaScript frontends with Cypress. You will also learn how to integrate GraphQL in a Django project, with a focus on the benefits and drawbacks of this new query language.By the end of this book, you will be able to discern and apply all the different decoupling strategies to any Django project, regardless of its size.Libri GmbH, Europaallee 1, 36244 Bad Hersfeld 256 pp. Englisch.
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EUR 64,19
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -You will begin with container-based application fundamentals and then go into an architectural overview of a Kubernetes container and how it manages application state. Then you will learn the hands-on skill of building a production-ready…cluster. With your cluster up and running, you will learn how to interact with your cluster and perform common administrative tasks. Once you can admin the cluster, you will learn how to deploy applications and SQL Server in Kubernetes. You will learn about high-availability options, and about using Azure Arc-enabled Data Services. By the end of this book, you will know how to set up a Kubernetes cluster, manage a cluster, deploy applications and databases, and keep everything up and running.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 260 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Learn about editor scripting in Unity, including different possible methods of editor customization to fit your custom game workflow or even to create assets that could be published on the Asset Store to earn a passive income. The knowled…ge of editor scripting, although rarely covered in books, gives a game developer insight into how things work in Unity under the hood, which you can leverage to create custom tools that empower your unique game idea.This book starts with the very basics of editor scripting in Unity, such as using built-in attributes to customize your component's editor and creating custom editors and windows with IMGUI and UI Toolkit. Next, we move to a general use case example by creating an object spawner EditorTool for the scene view. Later, we dive straight to in-depth stats and detailed case studies of two Unity assets: ProArray and Rhythm Game Starter. Here you'll get more context on how editor scripting is used in published assets.You will also learn how to set up a better workflow for editor scripting, asset publishing, maintenance, and iterative updates. You will leverage the power of modern web technology to build a documentation site with GitBook and DocFX. Finally, you will see some tips and tricks for automating asset versioning and changelogs.What You Will LearnGet started with Editor scripting in UnityWork with advanced editor topics such as custom EditorWindows and EditorToolStructure your C# code with namespaces and asmdefUse IMGUI and UI Toolkit for creating editor GUIsMaster packaging and selling your own editor toolsSet up a better workflow for asset publishing, maintenance, and iterative updatesWho This Book Is ForReaders who want to learn about editor scripting to improve their game-development process and create tools forthemselves. Moderate experience with C# and a fundamental knowledge of Unity is expected.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 284 pp. Englisch.
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EUR 69,54
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -The emergence of artificial intelligence (AI) has brought us to the precipice of a new age where we struggle to understand what is real, from advanced CGI in movies to even faking the news. AI that was developed to understand our reality…is now being used to create its own reality.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 340 pp. Englisch.
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Taschenbuch. Zustand: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Gain the essential skills for computer science using one of today's most popular programming languages, Java. This book will prepare you for AP CompSci Complete, but you don't need to be sitting that class to benefit. Computer science has… become a basic life skill that everyone is going to need to learn. Whether you are going into a career or side hustle in business, technology, creativity, architecture, or almost any other field, you will find coding and computer science play a role.So when we learn programming we are going to focus on three things: what is the process; what is the syntax; and what is the flow. The process is represented as a flowchart. We will learn how to make these to help you plan out what you are going to do before you write a line of code. At first, the flowcharts will be pretty simple, but then they will get more complex. The syntax is the code: this is what you write that translates the process you create in a flowchart to the instructions that the computer can understand. Finally, there is the flow. This is where you trace through the code and see how the data and information it stores along the way changes. You can see how the operation of the program cascades from line to line. You will be building charts that will capture the programming flow so you can better understand how the computer processes code to make your next program easier to conceive and code.Along the way to aid in the learning of the essential Java skills, there will be three kinds of project types throughout this book: business software projects for applications where you work for a company and need to complete an internal project for a team such as the sales, marketing, or data science teams; social good projects where you are working for non-profits or for agencies that are trying to research and provide solutions to economic, environmental, medical, or humanitarian projects; and game development projects for games basedon player input, random chance, or other mechanics for the use of entertainment.What is unique about computer science is how it has become a skill, and not just a career. While there are jobs and titles of 'computer scientist', the skill of computer science, and specifically programming, are almost everywhere. After reading and using this book, you'll have the essential skills to think like a computer scientist, even if you are not. As a result you'll be of greater value to your clients, your company, and yourself.What You Will Learn Discover the primary building blocks of programming using the Java programming language See terminology and best practices of software developmentWork with object-oriented programming conceptsUse common-language definitions and examples to help drive understanding and comprehension of computer science fundamentalsWho This Book Is ForThose who want to learn programming and want to think like a computer scientist. Ideal for anyone taking AP CompSci Complete.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 348 pp. Englisch.
