Informatyka

Learning Social Media Analytics with R. Transform data from social media platforms into actionable business insights

Dipanjan Sarkar, Karthik Ganapathy, Raghav Bali, Tushar...

The Internet has truly become humongous, especially with the rise of various forms of social media in the last decade, which give users a platform to express themselves and also communicate and collaborate with each other. This book will help the reader to understand the current social media landscape and to learn how analytics can be leveraged to derive insights from it. This data can be analyzed to gain valuable insights into the behavior and engagement of users, organizations, businesses, and brands. It will help readers frame business problems and solve them using social data.The book will also cover several practical real-world use cases on social media using R and its advanced packages to utilize data science methodologies such as sentiment analysis, topic modeling, text summarization, recommendation systems, social network analysis, classification, and clustering. This will enable readers to learn different hands-on approaches to obtain data from diverse social media sources such as Twitter and Facebook. It will also show readers how to establish detailed workflows to process, visualize, and analyze data to transform social data into actionable insights.

Learning Spark SQL. Architect streaming analytics and machine learning solutions

Aurobindo Sarkar

In the past year, Apache Spark has been increasingly adopted for the development of distributed applications. Spark SQL APIs provide an optimized interface that helps developers build such applications quickly and easily. However, designing web-scale production applications using Spark SQL APIs can be a complex task. Hence, understanding the design and implementation best practices before you start your project will help you avoid these problems.This book gives an insight into the engineering practices used to design and build real-world, Spark-based applications. The book's hands-on examples will give you the required confidence to work on any future projects you encounter in Spark SQL.It starts by familiarizing you with data exploration and data munging tasks using Spark SQL and Scala. Extensive code examples will help you understand the methods used to implement typical use-cases for various types of applications. You will get a walkthrough of the key concepts and terms that are common to streaming, machine learning, and graph applications. You will also learn key performance-tuning details including Cost Based Optimization (Spark 2.2) in Spark SQL applications. Finally, you will move on to learning how such systems are architected and deployed for a successful delivery of your project.

Learning Spring Boot 2.0. Simplify the development of lightning fast applications based on microservices and reactive programming - Second Edition

Greg L. Turnquist

Spring Boot provides a variety of features that address today's business needs along with today's scalable requirements. In this book, you will learn how to leverage powerful databases and Spring Boot's state-of-the-art WebFlux framework. This practical guide will help you get up and running with all the latest features of Spring Boot, especially the new Reactor-based toolkit.The book starts off by helping you build a simple app, then shows you how to bundle and deploy it to the cloud. From here, we take you through reactive programming, showing you how to interact with controllers and templates and handle data access. Once you're done, you can start writing unit tests, slice tests, embedded container tests, and even autoconfiguration tests.We go into detail about developer tools, AMQP messaging, WebSockets, security, and deployment. You will learn how to secure your application using both routes and method-based rules. By the end of the book, you'll have built a social media platform from which to apply the lessons you have learned to any problem. If you want a good understanding of building scalable applications using the core functionality of Spring Boot, this is the book for you.

Learning Spring Boot 3.0. Simplify the development of production-grade applications using Java and Spring - Third Edition

Greg L. Turnquist, Dave Syer, Mark Heckler,...

Spring Boot 3 brings more than just the powerful ability to build secure web apps on top of a rock-solid database. It delivers new options for testing, deployment, Docker support, and native images for GraalVM, along with ways to squeeze out more efficient usage of existing resources.This third edition of the bestseller starts off by helping you build a simple app, and then shows you how to secure, test, bundle, and deploy it to production. Next, you’ll familiarize yourself with the ability to go “native” and release using GraalVM. As you advance, you’ll explore reactive programming and get a taste of scalable web controllers and data operations. The book goes into detail about GraalVM native images and deployment, teaching you how to secure your application using both routes and method-based rules and enabling you to apply the lessons you’ve learned to any problem. If you want to gain a thorough understanding of building robust applications using the core functionality of Spring Boot, then this is the book for you.By the end of this Spring Boot book, you’ll be able to build an entire suite of web applications using Spring Boot and deploy them to any platform you need.

Learning Spring Boot 4. Simplify the development of production-grade applications using Java and Spring - Fourth Edition

Wanderson Xesquevixos, Ranga Rao Karanam, Magnus Larsson,...

Spring Boot 4 brings more than just the powerful ability to build secure web apps on top of a rock-solid database. It delivers Jackson integration, support for JSpecify, an enhanced retry mechanism, and updated actuator defaults, along with ways to squeeze out more efficient usage of existing resources.This fourth edition of the bestseller starts off by helping you build a simple app, and then shows you how to secure, test, bundle, and deploy it to production. Next, you’ll familiarize yourself with the ability to go “native” and release using the latest version of GraalVM. As you advance, you’ll explore reactive programming and get a taste of scalable web controllers and data operations.This edition covers three new topics on Virtual Threads and Concurrency, Observability and Building Intelligent Applications with Spring AI.. If you want to gain a thorough understanding of building robust, modern applications using the core functionality of Spring Boot, then this is the book for you.By the end you’ll be able to build an entire suite of web applications using Spring Boot and deploy them to any platform you need.

Learning Stencyl 3.x Game Development: Beginner's Guide. You don't need to know anything about game development or computer programming when you use the Stencyl toolkit. This book guides you through the whole process of creating a game, publishing and profiting from it

INNES BORKWOOD

Creating video games has traditionally been a long and complicated process, requiring years of experience and a vast array of skills. However, with the introduction of comprehensive game-development toolkits such as Stencyl, the fun has returned to the art of game-creation ‚Äì anyone who has the desire to create their own video game can now do so with almost any desktop computer and a free software download from the Internet!Learning Stencyl 3.x Game Development: Beginner's Guide will put you on the fast-track to learning the essentials of the powerful Stencyl game-development toolkit. You will develop a complete, ready-to-publish video game including in-game advertising, by following the clear, step-by-step tutorials, supported by numerous screenshots and practical examples.This book will guide you through all the important steps required to develop and publish your video game. Starting with the installation and testing of the Stencyl toolkit, you will very quickly advance to the fun and exciting process of creating a playable game. The step-by-step tutorials will guide you from a blank screen, right through to giving your game that final polish and sharing it with the rest of the world.Whilst developing your feature-complete video game, you will learn how to easily detect collisions in your game using Stencyl's built-in physics engine. You'll discover how to use the powerful animation tools included in Stencyl's toolkit, and you'll find out how to make your game shine with sounds and visual special effects. You will also discover how Stencyl makes it easy to utilize the touch-screen and accelerometer features of smartphones and tablet computers.You will learn all the essential skills required to develop a video game from scratch ‚Äì right through to publishing a game on the Internet and testing games  on the most popular mobile devices.

Learning Swift. Build a solid foundation in Swift to develop smart and robust iOS and OS X applications

Andrew J Wagner

If you are looking to build iOS or OS X apps using the most modern technology, this book is ideal for you. You will find this book especially useful if you are new to programming or if you have yet to develop for iOS or OS X.

Learning System Center App Controller. Design, implement, and manage System Center App Controller

Nasir Naeem

This book is intended for IT professionals working with Hyper-V, Azure cloud, VMM, and private cloud technologies who are looking for a quick way to get up and running with System Center 2012 R2 App Controller. To get the most out of this book, you should be familiar with Microsoft Hyper-V technology. Knowledge of Virtual Machine Manager is helpful but not mandatory.