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We live in the age of the algorithm. Increasingly, the decisions that affect our lives—where we go to school, whether we get a loan, how much we pay for insurance—are being made not by humans, but by mathematical models. In theory, this should lead to greater fairness: everyone is judged according to the same rules and bias is eliminated. And yet, as Cathy O'Neil reveals in this urgent and necessary book, the opposite is true. The models being used today are opaque, unregulated and incontestable, even when they're wrong. Most troubling, they reinforce discrimination.

Mein Buch erklärt Ihnen die grundlegenden Konzepte auf einfach verständliche Weise. Wenn Sie dieses Buch gelesen haben, werden Sie ein solides Verständnis für die Grundprinzipien haben, das Ihnen den Schritt zu einem fortgeschritteneren Buch erleichtert, wenn Sie mehr darüber lernen möchten.

Do you wish that you could focus your energy on creating amazing software rather than endlessly firefighting? Better Agile condenses years of experience into a short, practical guide, so that you can quickly make agile work for you. Perhaps you have already tried to adopt an agile method or technique, hoping it would fix these problems. But maybe you found that it didn't give you the benefits you were expecting, or solve the challenges you are facing. This book provides you with the solution.

Microservices in .NET: Second Edition is a comprehensive guide to building microservice applications using the .NET stack. After a crystal-clear introduction to the microservices architectural style, it teaches you practical microservices development skills using ASP.NET. This second edition of the best-selling original has been revised with up-to-date tools for the .NET ecosystem, and more new coverage of scoping microservices and deploying to Kubernetes.

Learn what a blockchain is and how it is built using standard computer science concepts and terminology. This book explains simply and practically how a blockchain is constructed and functions. It describes how the computers form the network; how data is tracked, managed, and verified; and how software updates and hacking affect the system. This book is for programmers and technology enthusiasts who already have a general understanding of how computers, networks, and data structures work, and want to understand how these things come together to create blockchain technologies.

Centralized data warehouses, the long-time de facto standard for housing data for analytics, are rapidly giving way to multi-faceted cloud data platforms. Companies that embrace modern cloud data platforms benefit from an integrated view of their business using all of their data and can take advantage of advanced analytic practices to drive predictions and as yet unimagined data services.

You can't afford to make every mistake yourself! Software Development Pearls helps you improve faster and bypass much of the pain by learning from others who have already climbed the learning curve. Drawing on 25-plus years of helping software teams succeed, Karl Wiegers has crystallized 60 concise, practical lessons for all your projects, regardless of your role, industry, technology, or methodology.

Test automation is a fantastic field of engineering. Unfortunately, most test automation efforts fail soon after being initiated. From the many promises of ease of automation to oversimplified vendor demonstrations, it's easy to spend significant time and cost pursuing test automation with little to show in the end. If only there was a way to avoid the pitfalls encountered when embarking upon test automation? Greg Paskal shares his best insights learned as a successful test automation engineer.

UX Management Methods is a guide for how to lead your UX team to greatness. Learn proven methods for hiring, managing, motivating, and aligning your UX team. Use these insights to focus your team with a road map of key deliverables, present actionable findings to stakeholders, and measure your team's success and return on investment with analytics. If you want to sharpen your user experience leadership skills and build a strong team of talented experts, then you can begin learning UX management methods today.

Python, a popular programming language, is user friendly and versatile. It is true that anyone can learn to code with Python. The simple syntax of Python is uncomplicated and effortless for both programmers and non-programmers. This audiobook covers all the basic concepts in Python. All the topics in this audiobook are explained with examples that have a brief description, so you can create your own samples and practice in the interpreter. You will enjoy learning Python with this audiobook; it is easy to understand and free of any complicated terms.

Do you love gaming? Do you have ideas for games of your own and want to learn how to produce them professionally? Longtime game designer Justin Gary has the answers you seek. After 20 years in the gaming industry, creating such games as Solforge, Ascension, and the World of Warcraft Miniatures Game, Justin is now sharing all his secrets in Think Like a Game Designer. Best of all, Justin’s secrets are really simple, practical, and common sense steps you can take yourself.

Start thinking about your development pipeline as a mission-critical application. Pipeline as Code is a practical guide to automating your development pipeline in a cloud-native, service-driven world. You’ll use the latest infrastructure-as-code tools like Packer and Terraform to develop reliable CI/CD pipelines for numerous cloud-native applications. Treat your CI/CD pipeline like the real application it is. With the Pipeline as Code approach, you create a collection of scripts that replace the tedious web UI wrapped around most CI/CD systems.

The best way to learn microservices development is to build something! Bootstrapping Microservices with Docker, Kubernetes, and Terraform guides you from zero through to a complete microservices project, including fast prototyping, development, and deployment. You’ll get your feet wet using industry-standard tools as you learn and practice the practical skills you’ll use for every microservices application.

Improving existing code - refactoring - is one of the most common tasks you’ll face as a programmer. Five Lines of Code teaches you clear and actionable refactoring rules that you can apply without relying on intuitive judgements such as “code smells”. Following the author’s expert perspective - that refactoring and code smells can be learned by following a concrete set of principles - you’ll learn when to refactor your code, what patterns to apply to what problem, and the code characteristics that indicate it’s time for a rework.

Are you impressed by your apps’ ability to display and work equally well on your desktop, smartphone, laptop, and tablet? As a result, you may have made up your mind to learn how you, too, can create such impressive sites for the web. There’s no question that you - or anybody - can attain such ability given the right training. All you need is a patient and knowledgeable instructor to impart to you these technical skills. But, you don’t have to go through expensive courses and tedious lectures for that.

This audiobook will introduce beginners to Adobe Photoshop 2021 by providing a fundamental overview of the software, an understanding of the interface, and a list of important tools to know as you get started. This step-by-step guide will show you how to use the basic tools in Photoshop in the simplest way possible, including shortcuts, as we walk through making clean edits of your image with each tool, as well as understanding what each tool does well.

Critical business applications worldwide are written in the versatile C# language and the powerful .NET platform, running on desktops, cloud systems, and Windows or Linux servers. Code Like a Pro in C# makes it easy to turn your existing abilities in C# or another OO language (such as Java) into practical C# mastery. There’s no “Hello World” or Computer Science 101 basics - you’ll learn by refactoring an out-of-date legacy codebase, using new techniques, tools, and best practices to bring it up to modern C# standards.

Want to use the Terraform automation tool to design and manage servers that can be provisioned, shared, changed, tested, and deployed with a single command? Terraform in Action introduces the infrastructure-as-code (IaC) model that lets you instantaneously create new components and respond efficiently to changes in demand. Using practical, relevant examples, you’ll use Terraform to provision a Kubernetes cluster, deploy a multiplayer game, and configure other hands-on projects. Listen and discover how to think in Terraform rather than just copying and pasting scripts.

JavaScript on most current websites is prevalent, and all recent browsers come with JavaScript interpreters. To put it bluntly, it is among the essential programming languages of the moment, and as such, should be on the agenda for any web developer. This book provides a detailed explanation of the fundamentals of JavaScript along with several additional chapters covering jQuery and JavaScript on the server.

In Learn Kubernetes in a Month of Lunches, you'll go from "what’s a Pod?" to automatically scaling clusters of containers and components in just 22 hands-on lessons, each short enough to fit into a lunch break. Every lesson is task-focused and covers an essential skill on the road to Kubernetes mastery. You'll learn how to smooth container management with Kubernetes, including securing your clusters, and upgrades and rollbacks with zero downtime.