Search results for ""Author Manny"

Build a Career in Data Science is the top guide to help readers get their first data science job, then quickly becoming a senior employee. Industry experts Jacqueline Nolis and Emily Robinson lay out the soft skills readers need alongside their technical know-how in order to succeed in the field. Key Features · Creating a portfolio to show off your data science projects · Picking the role that’s right for you · Assessing and negotiating an offer · Leaving gracefully and moving up the ladder · Interviews with professional data scientists about their experiences This book is for readers who possess the foundational technical skills of data science, and want to leverage them into a new or better job in the field. About the technology From analyzing drug trials to helping sports teams pick new draftees, data scientists utilize data to tackle the big questions of a business. But despite demand, high competition and big expectations make data science a challenging field for the unprepared to break into and navigate. Alongside their technical skills, the successful data scientist needs to be a master of understanding data projects, adapting to company needs, and managing stakeholders. Jacqueline Nolis is a data science consultant and co-founder of Nolis, LLC, with a PhD in Industrial Engineering. Jacqueline has spent years mentoring junior data scientists on how to work within organizations and grow their careers. Emily Robinson is a senior data scientist at Warby Parker, and holds a Master's in Management. Emily's academic background includes the study of leadership, negotiation, and experiences of underrepresented groups in STEM.

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DESCRIPTION Kanban is an emerging second generation agile method inspired by five decades of process excellence in the Japanese auto manufacturing industry, also known as lean thinking. kanban uses visual management techniques that involve stakeholders and facilitates understanding of how the work works. It helps teams adjust demand to capacity, reduce lead times, and create a driver for continuous improvement. Kanban in Action is a down-to-earth, no-frills, get-to-know-the-ropes introduction to kanban. It's based on the real-world experience and observations from two kanban coaches who have introduced this process to dozens of teams. This book covers basic but powerful techniques on how to visualize and track work, construct a kanban board, and how to visualize queues and bottlenecks, and more. RETAIL SELLING POINTS  Down-to-earth introduction to Kanban  Practical advice for making workflow faster  Real-world case studies of Kanban at work AUDIENCE This book is written for all members of the development team, including leaders, coders, and business stakeholders. No experience with kanban is required. ABOUT THE TECHNOLOGY Kanban is an agile software development method for continuous collaborative improvement based on the lean principles of visualizing work, limiting the amount of work in process, and managing the flow of work.

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Java is large and powerful, but that size and power carries with it complexity and accumulated inconsistencies. Groovy is an elegant JVM-based dynamic language that gracefully co-exists with Java. It both extends and simplifies Java - and for most Java developers, Groovy is super easy to learn. Applying a little Groovy in the right place can make better Java Development. Making Java Groovy is a practical handbook for developers who want to blend Groovy into their day-to-day work with Java. It starts by introducing the key differences between Java and Groovy - and shows how to make the most of them. Then, step-by-step, it guides readers through realistic development challenges, from web applications to web services to desktop applications, and shows how Groovy makes them easier to put into production. Easy to follow step-by-step guide Covers typical situations faced by developers every day Shows how to make programming Java easier Groovy is an elegant JVM-based dynamic language that gracefully co-exists with Java. It both extends and simplifies Java - and for most Java developers, Groovy is super easy to learn.

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DESCRIPTION SharePoint is Microsoft’s platform for building portals for managing and sharing content, such as documents, database information, and key business metrics. Web Parts are the core building blocks of all SharePoint applications. SharePoint 2010 Web Parts in Action teaches readers to use and customize SharePoint 2010’s default Web Parts and to build custom Web Parts. Numerous examples illustrate everything from design to development to deployment and more. The book is focused on the SharePoint 2010 release and highlights the new features and tools. KEY POINTS F • Web Parts are required for all SharePoint applications F • The only book to cover SharePoint 2010 Web Parts F • Numerous real-world examples

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HIGHLIGHTUpdated from the best-selling original, this concise, example-driven tutorial onthe jQuery JavaScript library now includes the latest jQuery 1.4 features withnew labs and more examples.DESCRIPTIONA good web development framework anticipates what developers need to do andmakes those tasks easier and more efficient. jQuery is by far the most popularJavaScript framework, and the first edition of this book is Manning’s best-sellingbook since 2008.Now updated for jQuery 1.4, the book introduces the jQuery programmingmodel and guides readers through the major features and techniques needed tobe productive immediately. The book anchors each new concept in the tasksdevelopers tackle in day-to-day web development. This edition includes newcoverage of the many jQuery plug-ins available and adds even more unique labpages where readers can immediately put their jQuery kn

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Generate actionable insights about your cloud-native systems. For developers and SREs who have worked with cloud-native applications. This book is suitable for any public cloud. In Cloud Observability in Action, you will learn how to set up an observability system that learns from a cloud application's signals, logging, and monitoring using free and open-source tools. You will learn, among others, how to: Apply observability in cloud native systems Understand observability signals, including their costs and benefits Apply good practices around instrumentation and signal collection Deliver dashboarding, alerting, and SLOs/SLIs at scale Choose the correct signal types for given roles or tasks Pick the right observability tool for any given function Communicate the benefits of observability to management Cloud-native, serverless, and containerised applications are made of hundreds of moving parts. When something goes wrong, it's not enough to just know there is a problem—you need to know where it is, what it is, and even how to fix it. Cloud Observability in Action shows you how to go beyond traditional monitoring and build observability systems that turn application telemetry into actionable insight. About the technology A well-designed observability system provides insight into bugs and performance issues in cloud-native applications. Often, observability is the difference between an error message and an explanation! You know exactly which service is affected, who's responsible for its repair, and even how it can be optimised in the future. Best of all, observability allows you to easily automate your error handling with machine users applying fixes without any human help.

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Data Munging with R shows readers how to take raw data and transform it for use in computations, tables, graphs, and more. Whether they already have some programming experience or they’re just a spreadsheet whiz looking for a more powerful data manipulation tool, this book will help programmers get started. Readers will discover the ins and outs of using the data-oriented R programming language and its many task-specific packages. By the end, readers will be master mungers, with a robust, reproducible workflow and the skills to use data to strengthen their conclusions! Key Features • Practical examples • Step-by-step guide • Introduction to R Audience If you have beginner programming skills or you're comfortable with writing spreadsheet formulas, you have everything you need to get the most out of this book. About the technology R is a statistical programming language in that it was made for the purpose of performing statistics calculations, but it has grown to be so much more through community contributions. As a general purpose language, it is flexible enough to work with almost any data you can interact with; stored or streaming, images, text, or numbers.

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DESCRIPTION The new ArcGIS web tools unshackle GIS applications from dedicated workstations so they can be scaled out to remote computers and mobile devices where they can provide the greatest value. Experienced ArcGIS developers will find that the familiar development environment provides a smooth transition to creating this new class of powerful and flexible GIS applications. ArcGIS Web Development is an example-rich tutorial designed to teach developers how to use the ArcGIS JavaScript API to build custom GIS web applications. It begins with easy to follow examples that introduce the ArcGIS JavaScript API and shows how to apply simple customizations. As the book progresses, it guides readers through the creation of a larger, full-scale, web mapping application. Along the way, readers will learn how to blend the best practices of traditional GIS development with web application designs that work on standard screens as well as tablets and phones. RETAIL SELLING POINTS Develop web-based GIS applications Bring existing ArcGIS data to the web Customize ArcGIS Javascript API tools to meet workflow needs Learn real world usage of the ArcGIS JavaScript API AUDIENCE This book is written for web developers familiar with JavaScript and basic GIS concepts. Experience with ArcGIS is helpful, but not necessary. ABOUT THE TECHNOLOGY The ArcGIS JavaScript API is a toolkit to display geographic data in a web mapping application and allows for searching and editing the data.

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　 DESCRIPTION Most businesses rely on a complex patchwork of client computers, physical and virtual servers, middleware, and, increasingly, mobile devices and cloud services. Microsoft System Center Configuration Manager (SCCM) sits smack in the middle of this tapestry, providing a single administrative control center to deploy and manage Windows servers and applications across your entire infrastructure, including cross-platform management of Mac OS X, Linux, and UNIX. Learn SCCM in a Month of Lunches is a super-practical guide to Microsoft System Center Configuration Manager. This book cuts to the chase and gets readers up to speed with the day-to-day tasks of managing a system with SCCM in a matter of days. Whether readers have just been pressed into service as new sysadmin or are familiar with the inner workings of Active Directory and App-V, they’ll be productive immediately as they work through the 25 self-contained lessons in this handy tutorial. 　 RETAIL SELLING POINTS Covers all aspects of SCCM administration Discusses brand-new SCCM management concepts Shows how to deploy applications from the cloud AUDIENCE Readers need no prior experience with System Center Configuration Manager. ABOUT THE TECHNOLOGY Configuration Manager is one of the flagship products in Microsoft’s System Center 2012 suite. It enables businesses to effectively deploy and manage Windows systems and applications across their entire environment.

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DESCRIPTION The idea behind Docker, a free an open source program, is simple. Create a tiny virtual environment, called a container, for an application that includes only its particular set of dependencies. The Docker engine accounts for, manages, and builds these containers through functionality provided by the host operating system. Software running inside containers share the Linux OS and other resources, making their footprints radically smaller, and the containerized applications easy to install, manage, and remove. Applications can be packaged without worrying about environment-specific deployment concerns, and the operations team gets cleaner, more efficient systems across the board. Docker in Action starts with a clear explanation of the Docker model of virtualization and shows how to create, deploy, and manage applications hosted in Docker containers. It offers specific techniques for testing and distributing applications via Docker Hub and other registries. It shows how to take advantage of the Linux OS features that Docker uses to run programs securely, and how to manage shared resources. Using carefully-designed examples, the book guides readers on orchestrating containers and applications from installation to removal. Along the way, it teaches techniques for using Docker on systems ranging from personal dev-and-test machine to full-scale cloud deployments. KEY SELLING POINTS Explains the "why" and "how" of Docker Simplify software installation Addresses many of the everyday software problems faced by developers AUDIENCE Readers need a working knowledge of installing and running software on the Linux OS. No prior experience with Docker or other virtualization technologies is required. ABOUT THE TECHNOLOGY Docker provides software logistics. It uses "container" abstraction to hide complex tooling for packaging software, and running software in virtualized environments without overhead of a full virtual machine. Docker and the container abstraction are driving a change in the way people write, test, deploy, and distribute software.

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Ace the toughest system design interview questions and land the job and salary you want! For software engineers, software architects, and engineering managers looking to advance their careers. Acing the System Design Interview tackles the hardest part of the software engineering hiring process – the system design interview. Never fear! In this book, Zhiyong Tan reveals his unique system design interview techniques that have earned him job offers from Amazon, Apple, PayPal, and Uber. The book goes well beyond typical soft skills. You will master a structured and organised approach to present system design ideas like: Scaling databases to support heavy traffic Distributed transactions techniques to ensure data consistency Services for functional partitioning such as API gateway, service mesh, and metadata Common API paradigms including REST, RPC, and GraphQL Caching strategies, including their tradeoffs Logging, monitoring, and alerting concepts that are critical in any system design Communication skills that demonstrate your engineering maturity The interview's open-ended nature often makes nailing it more art than science – and notoriously difficult to prepare for. With this book, you will dive deep into the common technical topics that arise during interviews, learning how to apply them to mentally perfect different kinds of systems. About the technology Any senior role in software engineering will include system design interviews in the hiring process. Built around open-ended questions with no standard answer, these interviews test how well you understand the design of complex systems. You will need to demonstrate that you can balance trade-offs to design a system that both meets current requirements and is flexible to future modifications and extensions – all in a 50-minute interview!

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Write concurrent code in Go that improves application performance, scales up to handle bigger loads, and takes full advantage of modern multi-processor hardware. Suitable for programmers who already know the basics of Go or another C-style language. No experience in concurrent programming required. In Learn Concurrent Programming with Go you will learn how to: Implement effective concurrency for more responsive, higher performing, scalable software Avoid common concurrency problems such as deadlocks and race conditions Manage concurrency using goroutines, mutexes, readers-writer locks, and more Identify concurrency patterns such as pipelining, worker pools, and message passing Discover advantages, limits and properties of parallel computing Improve your Go coding skills with advanced multithreading About the technology Concurrent programming is essential for getting the most out of modern multi-processor computer hardware. It allows multiple tasks to execute and interact simultaneously, speeding up performance and reducing user wait time. Thanks to its baked-in concurrency models, Google's Go is one of the best languages you can use to learn and apply concurrent programming to your systems.

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Blazor in Action is a practical guide to building stunning UIs and client-side applications using C# and .NET. Written to the most recent stable build of Blazor, this example-driven book shows how to build a complete end-to-end hiking route web application that's full of easily reusable code. You'll create your own custom Blazor components, including handy UI elements like form controls, and learn how to implement access controls and other important security features. Finally, you'll learn how you can use Blazor components inside your existing ASP.NET applications, and get essential tips and tricks on tuning your app's performance. By the time you're done, you'll be ready to develop beautiful sites and apps that seamlessly execute your C# code natively in the browser.

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Description The modern world turns on universally-accepted ideas of currency and ownership. Bitcoin, and its underlying technology, offer the potential to move control of these key institutions from change-prone governments to a secure storage system that independently records value and ownership in a distributed public ledger called "the blockchain." Grokking Bitcoin opens up this powerful distributed ledger system, exploring the technology that enables applications both for Bitcoinbased financial transactions and using the blockchain for registering physical property ownership. Key features · Jargon-free · Step-by-step guide · Real-world examples Audience This book provides a jargon-free introduction to Bitcoin for any technically interested reader. Some chapters address technical concepts that require basic knowledge of networking and programming. About the technologyBitcoin is an electronic cash system. It allows for people to move bitcoins, the currency of Bitcoin, between each other without using a bank or any other trusted third party.

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Description Progressive Web Apps are built with a collection of technologies, design concepts, and Web APIs that work in tandem to provide an applike experience on the mobile web. Progressive Web Apps takes readers, step-by-step, through real world examples and teaches them how to build fast, engaging, and reliable websites. This book is written with stand-alone chapters, letting readers learn about particular features of interest without having read previous chapters. Key features • Hands- on examples • Stand-alone chapters • Step-by-step guide Audience Readers should have some experience with developing websites using HTML, CSS and JavaScript. About the Technology Progressive Web Apps let you create fast, resilient applications that benefit users regardless of their connection speed or device constraints.

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Description Xamarin is a toolset that allows users to write native mobile apps in C# and run them on both iOS and Android devices. Xamarin in Action teaches readers how to build Xamarin apps on iOS and Android from scratch while maximizing code re-use. By the end, readers will be able to build a high quality production-ready Xamarin app on iOS and Android from scratch with a high level of code reuse. Key Features • Layer-by-layer guide • Hands-on lessons • Teaches you to build production ready apps Audience This book is for C# developers with a few months through many years of experience who want to build native mobile apps for iOS and Android using the language and toolset they already know. About the technology Xamarin gives users the ability to share large portions of code across two platforms while still letting them write native apps that can take full advantage of the device and OS features specific to each platform. Jim Bennett is a Xamarin MVP, Microsoft MVP, Xamarin Certified Developer and an active community member. He's also a frequent speaker at events all around the world, including Xamarin user groups and Xamarin and Microsoft conferences. He regularly blogs about Xamarin development at https://jimbobbennett.io.

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Machine learning applications autonomously reason about data at massive scale. It’s important that they remain responsive in the face of failure and changes in load. But machine learning systems are different than other applications when it comes to testing, building, deploying, and monitoring. Reactive Machine Learning Systems teaches readers how to implement reactive design solutions in their machine learning systems to make them as reliable as a well-built web app. Using Scala and powerful frameworks such as Spark, MLlib, and Akka, they’ll learn to quickly and reliably move from a single machine to a massive cluster. Key Features: · Example-rich guide · Step-by-step guide · Move from single-machine to massive cluster Readers should have intermediate skills in Java or Scala. No previous machine learning experience is required. About the Technology: Machine learning systems are different than other applications when it comes to testing, building, deploying, and monitoring. To make machine learning systems reactive, you need to understand both reactive design patterns and modern data architecture patterns.

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DESCRIPTION Nim is a new general-purpose programming language that offers support for systems programming, object oriented programming, procedural programming, functional programming, and more. Nim combines the speed of C with the expressiveness of Python and the flexibility of Lisp and it compiles to C as well as C++, Objective C, and even JavaScript. Nim's features make it perfect for developing anything from web applications to operating systems. Nim in Action introduces the Nim programming language and teaches readers how to write native software applications and libraries, web applications, embedded device software, and programs that communicate over the internet. This book is full of hands-on examples that teach how to test, debug, document, and package Nim applications. It also reveals how to interface with foreign languages such as C and C++ and how to use metaprogramming features to write domain specific languages. This book demonstrates how to implement a fully-functioning chat server, a Twitter clone, and many other software projects. It provides readers with a solid knowledge of Nim and the ability to use it to write powerful, portable and efficient applications. KEY FEATURES • Teaches how to write portable and efficient applications in Nim • Written by one of the main contributors to the Nim language • Lots of practical, real world examples • Full of hands on code samples and projects • Compile to C, C++, Objective C, and even JavaScript AUDIENCE This book assumes you’re a working developer proficient with another language like Java, Ruby, Python, C#, or C++. ABOUT THE TECHNOLOGY Nim is a new programming language that allows developers to write efficient software using a compiler, which produces native binaries with zero dependencies via compilation to the C programming language. It is the only programming language which combines the speed of C with the expressiveness of Python and the flexibility of Lisp.

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Microservices are small, but they offer big value. A microservice is a very small piece of a larger system that can be coded by one developer within one iteration. Microservices can be added and removed individually, new developers can be immediately productive, and legacy code is easily replaced. Developers are no longer hampered by the communication and coordination overhead caused by monolithic systems. Savvy businesses are discovering that software development productivity can be greatly enhanced with the right engineering approach that enables even junior developers to double their productivity, while reducing delivery risk. The Tao of Microservices presents readers with the path to understanding how to apply microservices architecture in their realworld projects. This high-level book offers a conceptual view of microservice architectures, along with core concepts and their application. It also includes a detailed case study for the nodezoo.com system, including all source code and documentation. By the end of the book, readers will have explored in depth the key ideas of the microservice architecture and will be able to design, analyze and implement systems based on this architecture. Key Features:• Key principles of the microservice architecture • Applying these principles to real-world projects • Implementing large-scale systems • Detailed case study AUDIENCE This book is for developers, architects, or managers who want to deliver faster, meet changing business requirements, and build scalable and robust systems. ABOUT THE TECHNOLOGY A microservice is a very small piece of a larger system that can be coded by one developer within one iteration. Microservices can be added and removed individually, new developers can be immediately productive, and legacy code is easily replaced.

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　 DESCRIPTION Anyone Can Create an App is based on the lofty premise that anyone can begin programming given the right tools and the right help. With some time set aside and the course-work in this book, readers will be able to program their first, fully working iPhone or iPad Application. They’ll wonder why they never did it before! Anyone Can Create an App provides the EASY starting point for those people who have never programmed before but who always wanted to build iPhone and iPad apps. It starts with the absolute basics and progresses without leaving gaps so that the non-technical person can feel confident going from green to full-grown. Readers will create several apps for their iPhone and get a huge sense of accomplishment along the way. The book also demystifies some of the "insider terms" that programmers use. KEY FEATURES  Short easy, easy to digest chapters  No programming experience necessary  Gain useful knowledge of iPhone and iPad programming AUDIENCE The Swift programming language is an ideal first language. Non-programmers can finally learn to code in iOS for iPhones and iPads without prior knowledge. ANYONE can create an App! ABOUT THE TECHNOLOGY Mobile development needs continue to skyrocket and many people want to get in the surge, but they don’t know how to program. Swift is an easy to use intuitive programming language for iOS, OS X, and watchOS and makes an ideal first language.

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Razor Pages lets you build, configure, and deploy amazing dynamic ASP.NET websites with ease. In ASP.NET Core Razor Pages in Action you will learn: Building, configuring, and publishing a data-driven website Creating a complete web application step-by-step Forms for collecting and processing user data Connecting to databases from a Razor Page Protecting areas of a Razor Page from unauthorized access with ASP.NET Identity Using Object Relational Mapping tools to work with data in Razor Pages applications Generating CRUD pages using scaffolding gestures Generating and sending email from your web application ASP.NET Core Razor Pages in Action teaches you to develop dynamic websites using the powerful Razor Pages framework, .NET 6, and ASP.NET. Razor Pages generates HTML on the server, and is the perfect choice for eCommerce sites, intranet services, content management systems, and other apps that require reliability. In this book, you'll use Razor Pages to build a complete application for booking city breaks, learning to iterate amazing new features chapter-by-chapter. about the technology Razor Pages sits on top of .NET 6 as a key part of ASP.NET Core, and has become the recommended tool for any developer building websites with Microsoft technologies. The page-focused framework is great for building dynamic websites that change frequently, and simplifies the process of building complex applications. about the book ASP.NET Core Razor Pages in Action shows you how to use Razor Pages to create dynamic websites that are easy to test and scale. You'll go hands-on to build a complete vacation-booking application, incorporating new framework features and adding complexities as they're introduced. As the application unfolds, you'll see how Razor Pages simplifies all the essential tasks of web development, from form creation and data processing, to easy publication and deployment. You'll also learn to enhance your web applications with the huge ecosystem of C# libraries, and how to locate the perfect tool for your task using centralized repositories.

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TensorFlow is a one-stop solution for building, monitoring, optimizing,and deploying your models. This practical guide to building deep learning models with the new features of TensorFlow 2.0is filled with engaging projects, simple language, and coverage of the latest algorithms. TensorFlow 2.0 in Action teaches you to use the new features of TensorFlow 2.0 to create advanced deep learning models. You'll learn by building hands-on projects including an image classifier that can recognize objects, a French-to-English machine translator, and even a neural network that can write fiction. You'll dive into the details of modern deep learning techniques including both transformer and attention models, and learn how pretrained models can solve your tricky data science- problems. TensorFlow is the go-to framework for putting deep learning into production. Created by Google, this ground breaking tool handles repetitive low-level operations and frees you up to focus on innovating your AIs.TensorFlow encompasses almost every element of a deep learning pipeline—aone-stop solution for building, monitoring, optimizing, and deploying your models.

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In this fully updated and new edition, you’ll get hands-on practice with the basics, including setting up cloud-based virtual machines, deploying web servers, and using hosted data stores. As you work through the book’s 21 carefully planned lessons, you’ll explore big-picture concerns like security, scaling, and automation. Learn Azure in a Month of Lunches, Second Edition teaches you the most important skills you’ll need to write, deploy, and run cloud-based applications in Azure. Key Features · Understand Azure beyond point-and-click processes · Getting started, from your first login · Writing and deploying web servers · Securing your applications and dana · Automating your environment Readers should be able to write and deploy simple web or client/server applications. About the technology With hundreds of features and prebuilt services, the Microsoft Azure cloud platform is vast and powerful. To get started, you need a trustworthy guide. In this hands-on book, Microsoft engineer and Azure trainer Iain Foulds focuses on the core skills you need to create and maintain cloud-based applications. Iain Foulds is an engineer and senior content developer with Microsoft.

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Description AWS gives users the networking, compute, and security services they need without making them pay for anything they’re not actually using. With almost a hundred individual AWS services, putting all the pieces together is not a simple thing. That's where this book can help. Learn Amazon Web Services in a Month of Lunches guides readers through the process of building a robust and secure web application using the core AWS services they really need to know. When they’re done, readers will be comfortable with the basics, and know exactly where to look when they’re ready for more. Key features • Bite-sized lessons • Step-by-step guide • Thorough introduction • Hands-on examples Audience This book is for developers, system administrators, or anyone looking for an introduction to using AWS cloud. A basic understanding of TCP/IP networking is helpful, but not required. About the Technology Amazon Web Services is, by all metrics, the giant of the cloud computing world. Not only does it dominate in terms of user adoption and market share, but its innovative and highly integrated services have defined the way networked digital services are delivered.

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DESCRIPTION Types are often seen as a tool for checking errors, with the programmer writing a complete program first and using the type checker to detect errors. And while tests are used to show presence of errors, they can only find errors that you explicitly test for. In typedriven development, types become your tools for constructing programs and, used appropriately, can show the absence of errors. And you can express precise relationships between data, your assumptions are explicit and checkable, and you can precisely state and verify properties. Type-driven development lets users write extensible code, create simple specifications very early in development, and easily create mock implementation for testing. Type-Driven Development with Idris, written by the creator of Idris, teaches programmers how to improve the performance and accuracy of programs by taking advantage of a state-of-the-art type system. This book teaches readers using Idris, a language designed from the very beginning to support type-driven development. Readers learn how to manipulate types just like any other construct (numbers, strings, lists, etc.). This book teaches how to use type-driven development to build real-world software, as well as how to handle side-effects, state and concurrency, and interoperating with existing systems. By the end of this book, readers will be able to develop robust and verified software in Idris and apply type-driven development methods to programming in other languages. KEY FEATURES• Written by the creator of Idris • Improve performance and accuracy of programs • Teaches Idris, a new type-driven development language • Hands-on code examples • Build real-world software AUDIENCE Written for programmers with knowledge of basic functional programming concepts. ABOUT THE TECHNOLOGY Type-driven development lets you write extensible code, create simple specifications very early in development, and easily create mock implementation for testing. In type-driven development, types become your tools for constructing programs and, used appropriately, can show the absence of errors.

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Learn Python the fun and easy way with your new friends Erik and Simon! A Pythonic Adventure, is a unique Python beginners guide, written especially for young people. This colorful book uses engaging questions and lively conversations to introduce computer programming to young readers one step at a time. There are no boring lessons or dull exercises; instead, you will team up with two brothers, Erik and Simon, who are busy talking about Python programming and asking the same questions you are! As you follow along, you will learn from the brothers' mistakes, discover how to write programs with a team, and get a chance to create applications you can use in your daily life. All code in this book runs on Mac, Windows, Linux, and Raspberry Pi. The engaging questions and lively conversations in the book will help you learn useful Python skills like: Installing Python Working with files Creating text-based dialog boxes and menus Using if/then, loops, list, dictionaries, and input/output Building web applications Making your web apps look super professional It's fun to learn with friends! Join them as they chat about the language, learn the basics, and build some cool programs. It's the perfect way for young programmers (and their parents!) to get started. About the technology Python is one of the best languages for new programmers! Its creators designed it to be easy to learn and easy to use. But Python isn't just a language for beginners — it is used for all sorts of things, from web apps to artificial intelligence! Open up this fun, friendly guide and you will see just how easy it is to get started with Python.

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Get ready to code like a pro in Rust! This hands-on guide dives deep into memory management, asynchronous programming, and Rust design patterns and explores essential productivity techniques like testing, tooling, and project management. In Code Like A Pro in Rust you will learn: Essential Rust tooling Core Rust data structures Memory management Design patterns for Rust Testing in Rust Asynchronous programming for Rust Optimized Rust Rust project management Code Like A Pro in Rust is a fast-track guide to building and delivering professional quality software in Rust. You'll upgrade your basic knowledge of Rust with conventions, best practices, and veteran's secrets that are normally only learned through years of experience. Skip the fluff and get right to the heart of this powerful modern language, including Rust's support for asynchronous programming and integrating Rust with codebases written in other languages. about the technology Programmers prize Rust for its safety, performance, and security. However, its strict syntax and tricky memory management can make it challenging to master. This practical guide shows you how to balance Rust's trade offs, lessen its cognitive load, and rapidly bring your productivity to a professional level. about the book Code Like a Pro in Rust shows you how to quickly create and ship Rust programs without wasting time on language quirks, compiler problems, and unexpected complexities. It builds on your existing Rust knowledge with design patterns and shortcuts direct from veteran Rust contributor Brenden Matthews. You'll learn to use important Rust tooling like rust-analyzer, Clippy, and Cargo, as well as best practices for unit testing and code optimization. By the time you're done, you'll be writing high quality code with less maintenance overhead. RETAIL SELLING POINTS • Essential Rust tooling • Core Rust data structures • Memory management • Design patterns for Rust • Testing in Rust • Asynchronous programming for Rust • Optimized Rust • Rust project management AUDIENCE For aspiring Rust pros familiar with the basics of the language.

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Guarantee the quality and consistency of your web APIs by implementing an automated testing process. In Testing Web APIs you will: Design and implement a web API testing strategy Set up a test automation suite Learn contract testing with Pact Facilitate collaborative discussions to test web API designs Perform exploratory tests Experiment safely in a downloadable API sandbox environment Testing Web APIs teaches you to plan and implement the perfect testing strategy for your web APIs. In it, you'll explore dozens of different testing activities to help you develop a custom testing regime for your projects. You'll learn to take a risk-driven approach to API testing, and build a strategy that goes beyond the basics of code and requirements coverage. about the technology To other developers, your API is the face of your application. Thorough, well-designed testing ensures that your APIs will perform as expected, every time. Impeccable API testing goes beyond the basics of code coverage, to encompass documentation and design that sends the right information to your third-party users. A robust testing strategy helps you avoid costly errors that can damage your revenue, your reputation, and your user's trust. about the book In Testing Web APIs you'll develop a diverse testing program that gets your whole team involved in ensuring quality. This practical book demystifies abstract strategic concepts by applying them to common API testing scenarios, revealing how these complex ideas work in the real world. It fully covers automation techniques like functional API automation, contract testing, and automated acceptance test-driven design that will save your team's time. You'll map the potential risks your API could face, and use those risks as a launching point for your testing activities. A good strategy has a mix of focuses, so you'll master a wide range of API testing techniques like exploratory testing and live testing of production code. A downloadable API sandbox lets you go hands-on and experiment in a safe environment. You'll soon be ready to implement a strategy that ensures API quality and makes testing a real asset to your team.

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Graphs are the natural way to understand connected data. This book explores the most important algorithms and techniques for graphs in data science, with practical examples and concrete advice on implementation and deployment. In Graph Algorithms for Data Science you will learn: Labeled-property graph modeling Constructing a graph from structured data such as CSV or SQL NLP techniques to construct a graph from unstructured data Cypher query language syntax to manipulate data and extract insights Social network analysis algorithms like PageRank and community detection How to translate graph structure to a ML model input with node embedding models Using graph features in node classification and link prediction workflows Graph Algorithms for Data Science is a hands-on guide to working with graph-based data in applications like machine learning, fraud detection, and business data analysis. It's filled with fascinating and fun projects, demonstrating the ins-and-outs of graphs. You'll gain practical skills by analyzing Twitter, building graphs with NLP techniques, and much more. You don't need any graph experience to start benefiting from this insightful guide. These powerful graph algorithms are explained in clear, jargon-free text and illustrations that makes them easy to apply to your own projects. about the technology Graphs reveal the relationships in your data. Tracking these interlinking connections reveals new insights and influences and lets you analyze each data point as part of a larger whole. This interconnected data is perfect for machine learning, as well as analyzing social networks, communities, and even product recommendations. about the book Graph Algorithms for Data Science teaches you how to construct graphs from both structured and unstructured data. You'll learn how the flexible Cypher query language can be used to easily manipulate graph structures, and extract amazing insights. The book explores common and useful graph algorithms like PageRank and community detection/clustering algorithms. Each new algorithm you learn is instantly put into action to complete a hands-on data project, including modeling a social network! Finally, you'll learn how to utilize graphs to upgrade your machine learning, including utilizing node embedding models and graph neural networks.

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Kafka in Action is a practical, hands-on guide to building Kafka-based data pipelines. Filled with real-world use cases and scenarios, this book probes Kafka's most common use cases, ranging from simple logging through managing streaming data systems for message routing, analytics, and more. In systems that handle big data, streaming data, or fast data, it's important to get your data pipelines right. Apache Kafka is a wicked-fast distributed streaming platform that operates as more than just a persistent log or a flexible message queue. Key Features · Understanding Kafka's concepts · Implementing Kafka as a message queue · Setting up and executing basic ETL tasks · Recording and consuming streaming data · Working with Kafka producers and consumers from Java applications · Using Kafka as part of a large data project team · Performing Kafka developer and admin tasks Written for intermediate Java developers or data engineers. No prior knowledge of Kafka is required. About the technology Apache Kafka is a distributed streaming platform for logging and streaming data between services or applications. With Kafka, it's easy to build applications that can act on or react to data streams as they flow through your system. Operational data monitoring, large scale message processing, website activity tracking, log aggregation, and more are all possible with Kafka. Dylan Scott is a software developer with over ten years of experience in Java and Perl. His experience includes implementing Kafka as a messaging system for a large data migration, and he uses Kafka in his work in the insurance industry.

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DESCRIPTION Docker is impossible to ignore. This lightweight container system is easier to deploy and more flexible than traditional VMs. Built for simplicity and speed, it radically reduces your reliance on manual system administration for tasks like configuring servers, creating disposable (and portable!) development environments, and predictably rolling out applications on unknown systems. While the idea behind Docker is simple, it can have a major impact on how software is developed and deployed. Docker in Practice is a hands-on guide to over 100 specific techniques that can be used to get the most out of Docker. Following a cookbook-style Problem/Solution/Discussion format, this practical handbook offers instantly-useful solutions for important areas like effortless server maintenance and configuration, deploying microservices, creating safe environments for experimentation, and much more. The book takes readers from Docker basics to must-have practices like integrating Docker with Continuous Integration process, automating complex container creation with Chef, and orchestration with Kubernetes. KEY SELLING POINTS Proven strategies for using Docker in dev and CI Covers common and explores two of the most important concepts Goes from development to production Walks through varied and often surprising use cases for Docker AUDIENCE Written for developers and devops engineers who have already started their Docker journey and want to use it effectively in a production setting. ABOUT THE TECHNOLOGY Docker is one of the fastest-adopted technologies in software, and when the likes of RedHat, Microsoft and VMWare all partner with a startup you know it’s going to be big. Docker is cheaper, easier, faster, and more powerful than VMs, and it will affect everyone involved in software sooner rather than later.

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HIGHLIGHTThe first book about PostGIS, a lightweight, open source tool that addsgeographic support to the popular PostgreSQL database. PostGIS isused to develop location-based services.DESCRIPTIONFrom mobile phone usage to online shopping and every application inbetween, location is an incredibly important piece of data. PostGIS is ahigh-caliber, open source tool that allows developers to take locationinformation and make it actionable.PostGIS in Action will help both new and experienced database userssolve location-related problems. For those with experience in moretraditional relational databases, this book provides a background invector-based GIS so they can quickly move on to analyzing, viewing,and mapping data. This tutorial includes discussion and examples ofmany real-world uses.KEY POINTSF• The only book devoted entirely to PostG

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Create stunning web-based data visualizations with D3.js. This totally-revised new edition of D3.js in Action guides you from simple charts to powerful interactive graphics. In D3.js in Action, Third Edition you will learn how to: Set up a local development environment for D3 Include D3 in web development projects, including Node-based web apps Select and append DOM elements Size and position elements on screen Assemble components and layouts into creative data visualizations About the technology D3.js is the powerful JavaScript library behind the most innovative and sophisticated data visualizations on the web today. It provides a simple but powerful data visualization API over HTML, CSS, SVG, and Canvas. Start with a structure, dataset, or algorithm. Mix in D3, and you can programmatically generate static, animated, or interactive images that scale to any screen or browser. You'll be blown away by how beautiful your results can be!

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SummaryIsomorphic Web Applications teaches you to build production-quality web apps using isomorphic architecture. Designed for working developers, this book offers examples in relevant frameworks like React, Redux, Angular, Ember, and webpack.Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.About the TechnologyBuild secure web apps that perform beautifully with high, low, or no bandwidth. Isomorphic web apps employ a pattern that exploits the full stack, storing data locally and minimizing server hits. They render flawlessly, maximize SEO, and offer opportunities to share code and libraries between client and server.About the BookIsomorphic Web Applications teaches you to build production-quality web apps using isomorphic architecture. You''ll learn to create and render views for both server and browser, optimize local storage, streamline server

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DESCRIPTION In the cloud computing model, a cluster of physical computers hosts an environment that provides shared services (public and private) and offers the flexibility to easily add, remove, and expand virtual servers and applications. OpenStack is an open source framework that can be installed on individual physical servers to a cloud platform and enables the building of custom infrastructure (IaaS), platform (PaaS), and software (SaaS) services without the high cost and vendor lock-in associated with proprietary cloud platforms. OpenStack in Action offers real world use cases and step-by-step instructions to develop cloud platforms from inception to deployment. It explains the design of both the physical hardware cluster and the infrastructure services needed to create a custom cloud platform. It shows how to select and set up virtual and physical servers, implement software-defined networking, and the myriad other technical details required to design, deploy, and operate an OpenStack cloud in an enterprise. It also discusses the cloud operation techniques needed to establish security practices, access control, efficient scalability, and day-to-day DevOps practices. RETAIL SELLING POINTS Real world examples Thorough step-by-step instruction Shows how to harness the power of OpenStack AUDIENCE The book is perfect systems administrators, developers, and architects interested in the design, construction, and operation of clouds using OpenStack. No prior experience with OpenStack or cloud development required. ABOUT THE TECHNOLOGY OpenStack as a framework for managing, designing, defining, and utilizing cloud resources. There are over 13k OpenStack contributors in over 131 countries. Every major IT vendor has some form of OpenStack representation, even those with directly competing products.

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A long journey is really a lot of little steps. The same is true when you’re learning Python, so you may as well have some fun along the way! Written in a light-hearted style with entertaining exercises that build powerful skills, Tiny Python Projects takes you from amateur to Pythonista as you create 19 bitesize programs. Tiny Python Projects teaches you the big ideas of Python programming through small puzzles, tasks, and games. Each chapter challenges you with a fun new Python program for you to write and run, including a Shakespearean insult generator, an unbreakable password creator, and various text encoders. As you practice core Python language features and coding skills, you’ll also explore the principles of test-driven development by running your programs against a suite of specially designed tests. Key Features · Write command-line Python programs · Process a variety of command-line arguments, options, and flags · Write and run tests for programs and functions · Manipulate Python data structures including strings, lists, tuples, and dictionaries For readers with beginning programming skills in Python or another language. About the technology Simple yet powerful, Python is one of the world’s most popular programming languages. You can use Python to write everything from simple utility programs to complex web applications and deep learning models. Ken Youens-Clark works at the University of Arizona as a senior scientific programmer. He has an MS in biosystems engineering, and has been programming for over 20 years.

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