Search results for ""O'Reilly Media""

Want to create animated graphics for iPhone, iPad and the Web, using familiar Adobe features? You've come to the right guide. Adobe Edge Preview 5: The Missing Manual shows you how to build HTML5 and JavaScript graphics with Adobe multimedia tools. No programming experience? No problem. Adobe Edge writes all the code for you. With this book, you'll be designing great-looking web apps in no time. The important stuff you need to know: Get to know the workspace. Learn how Adobe Edge Preview 5 performs its magic. Create and import graphics. Make drawings with Edge's tools, or use art you designed in other programs. Work with text. Build menus, label buttons, provide instructions, and perform other tasks. Jump into animation. Master Edge's elements, properties, and timeline panels. Make it interactive. Use triggers and actions to give users control over their web experience. Peek behind the curtain. Understand how HTML and CSS documents work. Dig into JavaScript. Customize your projects by tweaking your code.

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The d3 Javascript library allows us to make beautiful, interactive browser-based data visualisations. By joining standard web page elements with a well-formed data set, d3 enables us to create everything from simple bar charts to complex infographics. d3 leverages existing web technologies, allowing the data scientist to create graphics using HTML and SVG, and to style them using CSS. This book guides a practitioner through the first few steps of learning d3 through a set of tutorials, based on real-world publicly available data from the New York Metropolitan Transit Authority.

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Because databases often stay in production for decades, careful design is critical to making the database serve the needs of your users over years, and to avoid subtle errors or performance problems. In this book, CJ Date, a leading exponent of relational databases, lays out the principles of good database design. Database Design and Relational Theory investigates denormalization, implicit dependencies, redundancy, and many other topics. DBAs will produce better designs and keep their data centers running better through the ideas conveyed in this book. Questions that this book answers include: What is Heath's Theorem, and why is it important? What is The Principle of Orthogonal Design? What makes some JDs reducible and others irreducible? What is dependency preservation, and why is it important? Should data redundancy always be avoided? Can it be?

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When you're writing code alone, you have a lot of leeway. But when you start writing code as part of a team, you need to think harder about the decisions you make. This book will help you do that. When you write code in a team setting, will other developers be able to understand what you did? Did you organize your code in such a way that it's easy to adapt and extend? Will your code survive once you're gone? Maintainable JavaScript doesn't just recommend a set of guidelines, it examines guidelines being used and recommended by others in the industry, so you get a feel for what's common in well-run JavaScript projects. Save a copy of this book now. It's the only resource that focus solely on JavaScript conventions.

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Learn how to build complete client-side applications with ClojureScript, the Clojure language variant that compiles to optimized JavaScript. This hands-on introduction shows you how ClojureScript not only has similarities to JavaScript - without the flaws - but also supports the full semantics of its parent language. You'll delve into ClojureScript's immutable data structures, lazy sequences, first-class functions, macros, and support for JavaScript libraries. No previous experience with Clojure or ClojureScript is necessary. If you're familiar with JavaScript, HTML, CSS, and the DOM, you'll quickly discover that ClojureScript has the same reach as JavaScript, but with more power. Start writing ClojureScript code with the Leiningen build system Learn how the ClojureScript compiler works to produce optimized JavaScript Use JavaScript functions and libraries directly from ClojureScript code Explore functions in Clojure's sequence library such as map, reduce, and filter Use macros to define new control structures or embed domain-specific languages Compile manually or script your own workflow with ClojureScript's compiler tools Integrate ClojureScript with Clojure on the JVM to build powerful client-server applications

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Building SharePoint Apps with Visual Studio LightSwitch presents all the information you'll need to get started building real-world business intelligence applications. We'll start by getting a virtual environment setup to make it easy to build and test your applications without a lot of expensive server hardware. Next we'll build a few utility function apps to get a feel for working with the different SharePoint data sources. Then we'll move on to more functional applications and finish up with a section on integrating with other sources of business data.

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Make amazing robots and gadgets by combining two of the hottest DIY technologies: the venerable LEGO and the upstart Arduino. With this book, you'll learn how to take LEGO Mindstorms components - motors, sensors, and more - and interface them with the Arduino microcontroller, opening many exciting new options. You'll focus on six projects, each more challenging and informative than the next. In each project, you'll explore different ways that Arduino adds functionality to LEGO Mindstorms. In addition, the authors have created affordable companion kits designed specifically for the projects in this book. Perfect for students, teachers, hobbyists, makers, hackers, and kids. Build projects such as the Cuckoo Clock, Chocolate Milk Maker, DrawBot, Robot Arm, and more Learn the basics of Arduino and LEGO Mindstorms Gain an excellent resource for teaching technology to kids of all ages

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If you're a SharePoint site manager or administrator, you finally have a handy single-source reference to help you through the tough SharePoint learning curve. Written by Mark Miller and his stable of well-known contributors at EndUserSharePoint.com, this book contains the most helpful articles from this popular site - fully updated for SharePoint 2010. Each chapter focuses on core issues that vex SharePoint administrators when it comes to setting up and managing sites. You'll learn tried-and-true solutions for creating charts and graphs, joining views in SharePoint lists, building a SharePoint Scripting Resource Center, along with many other topics. Join the tens of thousands of SharePoint site administrators who have found solid advice from Mark Miller and his crew.

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What can you gain by deploying Windows Server 2012 to your data center? This succinct guide takes a practical look at Microsoft's upgraded server and helps you determine how - or if - it can serve your business. You'll learn about all of the new features of Windows Server 2012, and how it was expressly designed to meet the demands of virtualized data centers, cloud computing, and massive storage requirements. If you chose to deploy this new server, and currently use Windows Server 2008, this book will serve as an ideal reference as you become familiar with the capabilities of Windows Server 2012. Learn your options for moving to Windows Server 2012 - including the best time to migrate Avoid "gotchas" and discover how to deploy the server with relative ease Get up to speed on the server's networking capabilities, security enhancements, and virtualization features

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Learn how to build real-world applications with the ASP.NET MVC framework, using powerful architecture patterns, and modern web technologies such as HTML 5 and jQuery. With this hands-on guide, you'll gain a complete understanding of this framework with examples that demonstrate how various ASP.NET MVC 4 features work. You'll also get valuable code examples that you can directly apply to your own projects. This practical book also includes tips, tricks, and best practices for web application development in general and ASP.NET MVC 4 in particular - including pitfalls you need to avoid. Key topics include: Web application architecture(s) The ASP.NET MVC 4 framework Mobile web development Cloud architecture and development Best practices for using HTML5, CSS, Javascript, and jQuery

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With so many dominant players in the mobile space, each with its own stack, the thought of developing for all of them is daunting but unavoidable. Strange as it may seem, .NET developers are actually in the best position of all to do just that. While .NET is native on Windows Phone 7, products like MonoTouch and Mono for Android allow developers to leverage the .NET framework on iOS and Android as well. This book will help experienced .NET developers hit the ground running on all three platforms, showing how to build applications in C# as well as maximize the amount of code that can be reused across them.

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The Orchard Project has already attracted the attention of many .NET professionals with close to a million downloads from their own site and others like CodePlex and Microsoft's own WebMatrix web site. So what is Orchard? It is an open-source, .NET based framework for building content heavy web sites. No longer will C# developers have to dive into PHP code, they will be able to utilize their C# coding skills and work within ASP.NET. From installation to live site this book will give you the details succinctly so that you can complete your projects on time!

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This book is for Academic Technologists, Instructional Technologists, and IT specialists in Higher Ed institutions who need to get up to speed with Sakai Open Academic Environment (OAE) quickly. This book is designed to be read in a weekend, with examples that can be implemented in a week of dedicated work. Readers will get their hands in the guts of what is essentially a massively customizable social networking system, and will get the ability to craft a network to your personal whim. OAE sysadmins find themselves suddenly in charge of a social network; this book provides a fresh view on the possibilities, even for power users of Facebook, Ning, and Renren.

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The jQueryUI applies the power and standards of jQuery to user interface design. The library provides elegant versions of many features HTML5 lacks, including tabs, accordions, and dialogs. It also provides programming support for common but complex tasks like managing drag and drop and autocomplete. This code-heavy guide demonstrates how to apply this power to common web situations.

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If you know HTML, CSS, and JavaScript, you already have the tools you need to develop Android applications. This hands-on book shows you how to use these open source web standards - instead of Java - to design and build apps that can be adapted for any Android device. You'll learn how to create an Android-friendly web app on the platform of your choice, and then convert it to a native Android app with Adobe's free PhoneGap framework. Discover why device-agnostic mobile apps are the wave of the future, and start building apps that offer greater flexibility and a broader reach. * Learn the basics for making a web page look great on the Android web browser * Convert a website into a web application, complete with progress indicators and more * Add animation with JavaScript to make your web app look and feel like a native Android app * Take advantage of client-side data storage with apps that run even when the Android device is offline * Use PhoneGap to hook into advanced Android features - including the accelerometer, geolocation, and alerts * Test and debug your app on the Web under load with real users, and then submit the finished product to the Android Market

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Whether you're a photographer, scrapbooker, or aspiring graphic artist, Photoshop Elements is an ideal image-editing tool - once you know your way around. This bestselling book removes the guesswork. With candid, jargon-free advice and step-by-step guidance, you'll get the most out of Elements for everything from sharing and touching-up photos to fun print and online projects. The important stuff you need to know: Get to work right away. Import, organize, and make quick fixes with ease. Retouch any image. Repair and restore old and damaged photos. Add pizzazz. Use dozens of filters, layer styles, and special effects. Share photos. Create online albums, email-ready slideshows, and web-ready files. Find your artistic flair. Use tools to draw, paint, work with blend modes, and more. Use your words. Make text flow along a curved path or around an object or shape. Unleash your creativity. Design photo books, greeting cards, calendars, and collages. Make yourself comfortable. Customize Elements to fit your working style.

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The new version of Apple's Mac server platform offers many new services to support workgroups at home or the office. The new software is an evolutionary revision of Snow Leopard Server, but is priced for everyone at $50. "Using OS X Lion Server" helps non-sysadmins set up and maintain services for sharing files, mail and calendars on their desktops, tablets, or mobile devices. The book covers new web, wiki, chat and podcasting server management tool, as well as tools for managing configurations of multiple OS installations across a network. The book concludes with advice for setting up a home media server. Apple has released 6 versions of their Mac server platform. The original Lion announcement said that the server components would be bundled with the OS and not marketed as a separate project. This changed in the Spring of 2011 and Apple announced the server package would be available separately for $50. Major features include: File sharing between Mac, Windows, Linux and over the Internet iCal Server Wiki Server iChat Server Address Book Server SMTP, POP/IMAP, mailing lists, webmail server Server-side spam filtering and virus detection Podcasting tools and services Web server Directory services and authentication Profile manager for supporting multiple OS installations Networking and VPN services Distributed computing with Xgrid Automated backups and RAID Xsan

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Author Steve Francia provides readers with a guide to using MongoDB with PHP. He briefly introduces the reader to MongoDB and why it's a good match for PHP. Once the foundation is laid, learn how to connect to the database, perform CRUD operations, and perform queries. More advanced topics are covered next, such as mapreduce, gridfs and sharding. Readers will also discover the community tools and libraries available in PHP, along with the reasons to use them.

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This mini book will act as an extension to Programming Entity Framework 2nd Edition. Code First is an additional means of building a model to be used with the Entity Framework and is creating a lot of excitement in the .NET development community. The reader will begin with an overview of what Code First is, why it was created, how it fits into the Entity Framework and when to use it over the alternatives. Next the reader will gain an understanding of how Code First's built in conventions work and how to override them with configuration - whether they choose to use attribute based Data Annotations or strongly typed Fluent API configurations. The mini-book will then review the modeling possibilities of Code First, looking first at the impact of its conventions and then demonstrating how to override that behavior (and its impact on the database) first with the Annotations and then with the Fluent API. The book will also explore how Code First Database initialization works, the options it provides and how they impact your application development and database. Finally the reader will get a chance to see Code First in action in a small application. Because more complex application development with Code First will depend on an understanding of the DbContext API, which is the focus of Minibook #2, readers will see additional application scenarios with Code First in that following mini-book.

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Build kickass websites and applications for all mobile (and non-mobile) platforms by adding HTML5 and CSS3 to your web development toolkit. With this hands-on book, you'll learn how to develop web apps that not only work on iOS, Android, Blackberry, and Windows Phone, but also perform well and provide good user experience. With lots of code and markup examples, you'll learn best practices for using HTML5 features, including new web forms, SVG, Canvas, localStorage, and related APIs. You'll also get an in-depth look at CSS3, and discover how to design apps for large monitors and tiny screens alike. Learn HTML5's elements, syntax, and semantics Build forms that provide enhanced usability with less JavaScript Explore HTML5 media APIs for graphics, video, and audio Enable your applications to work offline, using AppCache, localStorage, and other APIs Learn what you need to know about CSS3 selectors and syntax Dive into CSS3 features such as multiple backgrounds, gradients, border-images, transitions, transforms, and animations Make your web applications usable, responsive, and accessible. Design for performance, user experience, and reliability on all platforms

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What can you measure and what are your limits when orbiting in space? Learn about what physical quantities you can measure and what types of sensors you can buy or build. We cover the 5 essential design limits as well: power, bandwidth, resolution, computing...and legal limitations. Explore what you can play with using your own personal satellite.

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Ready to learn Rails? Unlike most Rails books, Learning Rails is for web developers, and not for programmers. Rather than begin with the inner layers of a Rails web application - the models and controllers - this book approaches Rails development from the outer layer: the view side of an application. You'll start from the foundations of the Web you already know, and learn how to create something visible with Rails before reaching the more difficult database models and controller code. Each chapter includes exercises and review questions so you can test your understanding as you go. Present content by building an application with a basic view and a simple controller, while learning Ruby along the way Build forms and process their results, progressing from simple to more complex Connect forms to models by setting up a database, and use Rails' Active Record to create code that maps to database structures Use Rails scaffolding to build applications from a view-centric perspective Add common web application elements such as sessions, cookies, and authentication Build applications that combine data from multiple tables Create simple but dynamic interfaces with Rails and Ajax Learning Rails 3 covers the most recent developments.

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"OK. I've got my Twitter account - now what can I do with it?" Sound familiar? #engage provides the answer with 25 creative projects to help your business, cause, or organization grow. But this isn't just another social media marketing book - it's the anti-marketing how-to community-engagement book. Twitter is not a marketing channel (and should never be used as such) but it is a community of interested, engaged, and influential people. Meeting and getting to know these people can help you build your own community. In this useful guide, you'll find projects to help you approach your Twitter audience in ways that are strategic, measurable, and fun. Put a new wrinkle on an old contest: "be the 10th person to tweet" Create a hashtag game around your company or products Instead of polling, ask your followers to help you make a product decision Make MadLibs out of your marketing copy or mission statement Hold a scavenger hunt, and relay clues via Twitter Organize a weekly Twitter chat on various subjects Solicit funny product shots, using Twitter's photo-sharing utility Spontaneously tweet from a store location: "Meet me now and win!"

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Automate your computing systems with Puppet, the popular configuration management framework. Through code samples and real-world examples, this concise introduction shows you how to use Puppet tools and templates to organize and execute configuration plans on your *nix servers. Learn how to manage pools of servers and virtual instances, and discover how Puppet helps you administer access control. If you're familiar with system administration and Ruby language basics, this book is the ideal way to get up to speed on this open source framework. Install Puppet and learn its manifest syntax and built-in functions Store configurations in a central location with Puppet Master, and define which configurations apply to which nodes Build a framework to create user accounts in place of LDAP or Kerberos KDC Apply techniques to execute and manage server configurations with MCollective Use Puppet as an auditing tool to ensure that configurations are correct Gather information on the nodes you manage with the Facter library

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Today's mobile devices have GPS and standard APIs to give you access to coordinates - but what can you do with that data? With this concise book, application developers learn how to work with location data quickly and easily, using Node.js, CouchDB, and other open source tools and libraries. Node.js makes it simple to run event code on the Web, and the CouchDB document-oriented database lets you store location data and perform complex queries on it quickly. You'll learn how to get started with these tools, and then use them together to build an example project called MapChat, using HTML and JavaScript code samples. * Learn how to serve dynamic content with Node.js, and use its asynchronous IO to handle several requests at once * Become familiar with GeoJSON, Geohash, and the Geospatial Data Abstraction Library (GDAL) for working with spatial data * Build geospatial indexes using the GeoCouch branch of CouchDB * Combine these tools to build a project that lets users post real-time chat messages tagged with their current map location

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For developers, content providers and sophisticated power users, Fluidinfo is an online information storage and search platform that supports shared openly writable metadata of any type and about anything. Fluidinfo helps content owners publish product information via a modern writable API, with flexible permissions and their domain name on their data. Developers can create lightweight applications that make data social while letting users personalize and search on anything.

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Create your own natural language training corpus for machine learning. This example-driven book walks you through the annotation cycle, from selecting an annotation task and creating the annotation specification to designing the guidelines, creating a "gold standard" corpus, and then beginning the actual data creation with the annotation process. Systems exist for analyzing existing corpora, but making a new corpus can be extremely complex. To help you build a foundation for your own machine learning goals, this easy-to-use guide includes case studies that demonstrate four different annotation tasks in detail. You'll also learn how to use a lightweight software package for annotating texts and adjudicating the annotations. This book is a perfect companion to O'Reilly's Natural Language Processing with Python, which describes how to use existing corpora with the Natural Language Toolkit.

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Now that Apple has introduced the GameKit framework to its iOS SDK, you can integrate Game Center features directly into your iPhone and iPad apps. This concise cookbook shows you how it's done, with 18 targeted recipes for adding leaderboards, user authentication, achievements, multiplayer games, and many other features. How do you display players' scores and achievements? How do you create Game Center accounts and add friends? Each recipe in this book includes a simple code solution you can put to work immediately, along with a detailed discussion that offers insight into why and how the recipe works. Recipes include techniques to: * Set up Game Center for an iOS App * Use block objects and Grand Central Dispatch to write Game Center apps * Authenticate a local player in Game Center * Use iTunes Connect to create leaderboards and achievements * Retrieve leaderboard and achievement information programmatically * Handle players' state changes in multiplayer games

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Tips and tricks to make your life easier as a Drupal designer. Includes designer-friendly guides to Drush, Less CSS, Install Profiles, version control, and other things that usually only developers know about.

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Provides an overview of how Drupal works, lean UX strategies, and insight on how to plan and manage a Drupal project. Emphasis on the differences between Drupal and creating websites in straight HTML, Wordpress or Flash.

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If you have a Perl programming question, this pocket reference helps you find the answer quickly. The 5th edition of this handy little book-updated for Perl 5.14-provides a complete overview of the Perl programming language, and includes brief descriptions of Perl syntax rules, operators, and built-in functions. You'll also find the latest Perl features, such as enhanced regular expressions, object management, the Perl compiler, and Unicode support. Perl Pocket Reference condenses stacks of Perl documentation down to the most essential at-your-fingertips facts, organized so you can find what need in a heart beat. It's the perfect companion to O'Reilly's in-depth Perl programming tutorials, including Learning Perl, Programming Perl, and the Perl Cookbook.

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Millions of public Twitter streams harbor a wealth of data, and once you mine them, you can gain some valuable insights. This short and concise book offers a collection of recipes to help you extract nuggets of Twitter information using easy-to-learn Python tools. Each recipe offers a discussion of how and why the solution works, so you can quickly adapt it to fit your particular needs. The recipes include techniques to: * Use OAuth to access Twitter data * Create and analyze graphs of retweet relationships * Use the streaming API to harvest tweets in realtime * Harvest and analyze friends and followers * Discover friendship cliques * Summarize webpages from short URLs This book is a perfect companion to O'Reilly's Mining the Social Web.

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NGINX is one of the most widely used web servers available today, in part because of its capabilities as a load balancer and reverse proxy server for HTTP and other network protocols. This revised cookbook provides easy-to-follow examples of real-world problems in application delivery. Practical recipes help you set up and use either the open source or commercial offering to solve problems in various use cases. For professionals who understand modern web architectures such as n-tier or microservice designs and common web protocols such as TCP and HTTP, these recipes include proven solutions for security and software load balancing and for monitoring and maintaining NGINX's application delivery platform. You'll also explore advanced features of both NGINX and NGINX Plus, the free and licensed versions of this server. You'll find recipes for: High-performance load balancing with HTTP, TCP, and UDP Securing access through encrypted traffic, secure links, HTTP authentication subrequests, and more Deploying NGINX to Google, AWS, and Azure Cloud Services NGINX Plus as a service provider in a SAML environment HTTP/3 (QUIC), OpenTelemetry, and the njs module

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This book provides the first comprehensive method for hybrid multicloud security, integrating proven architectural techniques to deliver a comprehensive end-to-end security method with compliance, threat modeling, and zero trust practices.

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If you were handed two different but related sets of data, what tools would you use to find the matches? What if all you had was SQL SELECT access to a database? In this practical book, author Jim Lehmer provides best practices, techniques, and tricks to help you import, clean, match, score, and think about heterogeneous data using SQL. DBAs, programmers, business analysts, and data scientists will learn how to identify and remove duplicates, parse strings, extract data from XML and JSON, generate SQL using SQL, regularize data and prepare datasets, and apply data quality and ETL approaches for finding the similarities and differences between various expressions of the same data. Full of real-world techniques, the examples in the book contain working code. You'll learn how to: Identity and remove duplicates in two different datasets using SQL Regularize data and achieve data quality using SQL Extract data from XML and JSON Generate SQL using SQL to increase your productivity Prepare datasets for import, merging, and better analysis using SQL Report results using SQL Apply data quality and ETL approaches to finding similarities and differences between various expressions of the same data

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In this world of increasing relational complexity, we need to think differently. Many of our challenges are systemic. This book shows you how systems thinking can guide you through the complexity of modern systems.

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Instead of running multiple uncoordinated pipelines, OpenTelemetry provides users with a single integrated stream of data, providing multiple sources of high-quality telemetry data: tracing, metrics, logs, RUM, eBPF, and more. This practical guide shows you how to set up, operate, and troubleshoot the OpenTelemetry observability system.

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Cloud native development gives you the power to rapidly build, secure, and scale software. But you still need to navigate many potential pitfalls along the way. Through practical examples, this book demonstrates how to use Google Cloud as a laboratory to enable rapid innovation, a factory to automate build and testing, and a citadel to operate applications at scale securely. Author Daniel Vaughan shows you how to take applications from prototype to production by combining Google Cloud services, a cloud native programming model, and best practices. By following an example project from start to finish, developers, architects, and engineering managers working with the Google Cloud Platform will learn how to build and run cloud native applications on Google Cloud with confidence. With this book, you will: Understand cloud native development concepts including microservices, containerization, and event-driven architecture Learn Google Cloud services that specifically support this development style: compute, persistence, messaging, DevOps, security and networking, and observability Confidently build cloud native applications on Google Cloud Learn how to address nonfunctional requirements such as security, observability, and testing Successfully make the transition from initial proofs of concept and prototypes to production systems

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In the first edition of this critically acclaimed book, Andrew Hoffman defined the three pillars of application security: reconnaissance, offense, and defense. In this revised and updated second edition, he examines dozens of related topics, from the latest types of attacks and mitigations to threat modeling, the secure software development lifecycle (SSDL/SDLC), and more. Hoffman, senior staff security engineer at Ripple, also provides information regarding exploits and mitigations for several additional web application technologies such as GraphQL, cloud-based deployments, content delivery networks (CDN) and server-side rendering (SSR). Following the curriculum from the first book, this second edition is split into three distinct pillars comprising three separate skill sets: Pillar 1: Recon-Learn techniques for mapping and documenting web applications remotely, including procedures for working with web applications Pillar 2: Offense-Explore methods for attacking web applications using a number of highly effective exploits that have been proven by the best hackers in the world. These skills are valuable when used alongside the skills from Pillar 3. Pillar 3: Defense-Build on skills acquired in the first two parts to construct effective and long-lived mitigations for each of the attacks described in Pillar 2.

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How do you deal with the problems you face when using Azure? This practical guide provides over 75 recipes to help you to work with common Azure issues in everyday scenarios. That includes key tasks like setting up permissions for a storage account, working with Cosmos DB APIs, managing Azure role-based access control, governing your Azure subscriptions using Azure Policy, and much more. Author Reza Salehi has assembled real-world recipes that enable you to grasp key Azure services and concepts quickly. Each recipe includes CLI scripts that you can execute in your own Azure account. Recipes also explain the approach and provide meaningful context. The solutions in this cookbook will take you beyond theory and help you understand Azure services in practice. You'll find recipes that let you: Store data in an Azure storage account or in a data lake Work with relational and nonrelational databases in Azure Manage role-based access control (RBAC) for Azure resources Safeguard secrets in Azure Key Vault Govern your Azure subscription using Azure Policy Use CLI code to construct your application or fix a particular problem

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To help you on the path to becoming a Snowflake pro, this concise yet comprehensive guide reviews fundamentals and best practices for Snowflake's SQL and Scripting languages. Developers and data professionals will learn how to generate, modify, and query data in the Snowflake relational database management system as well as how to apply analytic functions for reporting. Author Alan Beaulieu also shows you how to create scripts, stored functions, and stored procedures to return data sets using Snowflake Scripting. This book is ideal whether you're new to databases and need to run queries or reports against a Snowflake database, or transitioning from databases such as Oracle, SQL Server, or MySQL to cloud-based platforms. With this book, you will: Generate and modify Snowflake data using Insert, Update, Delete Query data in Snowflake using Select, including joining multiple tables, using subqueries, and grouping Apply analytic functions for performing subtotals, grand totals, row comparisons, and other reporting functionality Build scripts combining SQL statements with looping, if-then-else, and exception handling Learn how to build stored procedures and functions Use stored procedures to return data sets

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Data quality will either make you or break you in the financial services industry. Missing prices, wrong market values, trading violations, client performance restatements, and incorrect regulatory filings can all lead to harsh penalties, lost clients, and financial disaster. This practical guide provides data analysts, data scientists, and data practitioners in financial services firms with the framework to apply manufacturing principles to financial data management, understand data dimensions, and engineer precise data quality tolerances at the datum level and integrate them into your data processing pipelines. You'll get invaluable advice on how to: Evaluate data dimensions and how they apply to different data types and use cases Determine data quality tolerances for your data quality specification Choose the points along the data processing pipeline where data quality should be assessed and measured Apply tailored data governance frameworks within a business or technical function or across an organization Precisely align data with applications and data processing pipelines And more

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FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. As its name implies, FastAPI is indeed fast, rivaling similar frameworks in languages such as Golang. With this practical book, developers familiar with Python will learn how FastAPI lets you accomplish more in less time with less code. Author Bill Lubanovic covers the nuts and bolts of FastAPI development with how-to guides on various topics such as forms, database access, graphics, maps, and more that will take you beyond the basics. This book also includes how-to guides that will get you up to speed on RESTful APIs, data validation, authorization, and performance. With its similarities to frameworks like Flask and Django, you'll find it easy to get started with FastAPI. Through the course of this book, you will: Learn how to build web applications with FastAPI Understand the differences between FastAPI, Starlette, and pydantic Learn two features that set FastAPI apart: asynchronous functions and data type checking and validation Examine new features of Python 3.8+, especially type annotations Understand the differences between sync and async Python Learn how to connect with external APIs and services

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Processing information efficiently is critical to the successful operation of modern organizations. One particularly helpful tool is Microsoft Power Automate, a low-code/no-code development platform designed to help tech-savvy users create and implement workflows. This practical book explains how small business and enterprise users can use Power Automate to replace manual work that takes days with an automated process you can complete in a few hours. Paul Papanek Stork, principal architect at Don't Pa..Panic Consulting, provides a concise yet comprehensive overview of the foundational skills required to understand and work with Power Automate. You'll learn how to use these workflows, or flows, to automate repetitive tasks or complete business processes without manual intervention. Whether you're transferring form responses to a list, managing document approvals, sending automatic reminders for overdue tasks, or archiving emails and attachments, these skills will help you: Design and build flows with templates or from scratch Select triggers and actions to automate a process Add actions to a flow to retrieve and process information Use functions to transform information Control the logic of a process using conditional actions, loops, or parallel branches Implement error checking to avoid potential problems

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Microsoft Teams is used in hundreds of thousands of organizations to help keep remote and hybrid workplaces with dispersed workforces running smoothly. But while Microsoft Teams can seem easy for the user, Teams administrators must stay on top of a wide range of topics, including device administration techniques, quality benchmarks, and security and compliance measures. With this handy cookbook, author Fabrizio Volpe provides a clear, concise overview of administrative tasks in Teams-along with step-by-step recipes to help you solve many of the common problems that system administrators, project managers, solution architects, and IT consultants may face when configuring, implementing, and managing Microsoft Teams. Think of this book as a detailed, immensely practical cheat sheet for Microsoft Teams administrators. Recipes in the book will show you how to: Apply Teams best practices, compliance, and security Automate administrative tasks Successfully deploy Teams Implement Teams collaboration Deploy and manage Microsoft Teams Rooms Leverage the monitoring, productivity, and accessibility features Foresee roadblocks in migrations to Teams and Teams Voice Optimize Teams on virtual machines

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Embedded Analytics is one of the hottest trends in business intelligence right now. It's being used in multiple ways to improve decision making, provide faster insights, gain competitive advantages and grow revenue. Over the last 10 years, data analytics and data visualization have become essential components of an enterprise information strategy. Nevertheless, despite this recognition, the adoption of data analytics has remained remarkably static - perhaps reaching no more than thirty percent of potential users. This book explores the most important techniques for taking that adoption further: embedding analytics into the workflow of our everyday operations.

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If you've started to work with Raspberry Pi, you know that Raspberry Pi's capabilities are continually expanding. The fourth edition of this popular cookbook provides more than 200 hands-on recipes (complete with code) that show you how to run this tiny low-cost computer with Linux, program it with Python, hook it up to sensors and motors, and use it with the internet of things (IoT). This new edition includes new chapters on the Raspberry Pi Pico and machine learning with the Raspberry Pi. These easy-to-use recipes will show you, step-by-step, how to: Set up your Raspberry Pi and connect to a network Work with its Linux-based operating system Program your Raspberry Pi with Python Give your Pi eyes with computer vision Recognize objects from video and sounds using machine learning Control hardware through the GPIO connector Use your Raspberry Pi to run different types of motors Work with switches, keypads, and other digital inputs Use sensors to measure temperature, light, and distance Connect to IoT devices in various ways and automate your home Use the Raspberry Pi Pico microcontroller board with your Raspberry Pi

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Candlesticks have become a key component of platforms and charting programs for financial trading. With these charts, traders can learn underlying patterns for interpreting price action history and forecasts. This A-Z guide shows portfolio managers, quants, strategists, and analysts how to use Python to recognize, scan, trade, and backtest the profitability of candlestick patterns. Financial author, trading consultant, and institutional market strategist Sofien Kaabar shows you how to create a candlestick scanner and indicator so you can compare the profitability of these patterns. With this hands-on guide, you'll also explore a new type of charting system similar to candlesticks, as well as new patterns that have never been presented before. With this book, you will: Create and understand the conditions required for classic and modern candlestick patterns Learn the market psychology behind them Use a framework to learn how backtesting trading strategies are conducted Explore different charting systems and understand their limitations Import OHLC historical FX data in Python in different time frames Use algorithms to scan for and reproduce patterns Learn a pattern's potential by evaluating its profitability and predictability

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