Using the HTML5 Filesystem API

Provides information on using Ruby in system administration, covering such topics as building files, object storage and retrieval, working with enterprise data, network monitoring, and testing and doc

Provides information on using JavaScript to develop Web sites.

Provides information on using DotNetNuke 4.0 to create Web sites and Web portals.

Babin, a programmer specializing in web-driven applications, shows PHP users how to incorporate Ajax into their web applications without getting bogged down in JavaScript syntax. Using practical examp

Aimed at beginning to intermediate web developers, this volume teaches the basics of using Cascading Style Sheets (CSS) to create standards-compliant designs. Coverage includes methods for controlling

First book to address and assess performance of enterprise Java-based applications using the new Java EE 5Presents Java EE 5 Performance Management as a proven methodology, featuring a set of common p

First EJB 3.0 book on the market and a definitive guide to the major innovation in EJB: the new persistence APIOffers unparalleled insight and expertise: lead authored by the co-lead on the EJB 3.0 sp

Provides information on using Ajax to create, debug, maintain, and extend applications.

Provides information on installation tools using Visual Studio .NET and Visual Studio 2003.

This book will serve as a framework for you as a software engineer seeking a fulfilling career and wishing to stay passionate and maintain a healthy mental state. It is filled with protocols to achieve effective life-long learning, navigate career development, adapt to changes, maintain work-life balance, and have a healthy lifestyle.As a successful software engineer you tend to focus on improving your technical skills: learning a new programming language, mastering another tool, or using a library. But you also need to build a solid mental framework that will help you navigate your professional development. You need to develop the skills that will help you be a happy software engineer.This book will help you if you feel frustrated, unmotivated, or unhappy; lost in your career path; or uncertain if you want to be a software engineer. It can help you deal with burnout, high levels of stress, or depression; or if you struggle to be productive while working from home. What You Will LearnE

Migrate from pandas and scikit-Learn to PySpark to handle vast amounts of data and achieve faster data processing time. This book will show you how to make this transition by adapting your skills and leveraging the similarities in syntax, functionality, and interoperability between these tools. Distributed Machine Learning with PySpark offers a roadmap to data scientists considering transitioning from small data libraries (pandas/scikit-learn) to big data processing and machine learning with PySpark. You will learn to translate Python code from pandas/scikit-learn to PySpark to preprocess large volumes of data and build, train, test, and evaluate popular machine learning algorithms such as linear and logistic regression, decision trees, random forests, support vector machines, Na鴳e Bayes, and neural networks. After completing this book, you will understand the foundational concepts of data preparation and machine learning and will have the skills necessary to apply these methods using

Master the practical aspects of implementing deep learning solutions with PyTorch, using a hands-on approach to understanding both theory and practice. This updated edition will prepare you for applying deep learning to real world problems with a sound theoretical foundation and practical know-how with PyTorch, a platform developed by Facebook's Artificial Intelligence Research Group.You'll start with a perspective on how and why deep learning with PyTorch has emerged as an path-breaking framework with a set of tools and techniques to solve real-world problems. Next, the book will ground you with the mathematical fundamentals of linear algebra, vector calculus, probability and optimization. Having established this foundation, you'll move on to key components and functionality of PyTorch including layers, loss functions and optimization algorithms. You'll also gain an understanding of Graphical Processing Unit (GPU) based computation, which is essential for training deep learning models

The industry standard whiteboard interview can be daunting for developers. Let’s face it: it combines the worst aspects of a typical interview, on-the-spot public speaking, a quiz show, and a dinner p

Utilize modern methods for digital image processing and take advantage of the many time-saving templates provided for all of the projects in this book.Modern Algorithms for Image Processing appro

Create descriptors and see ideas and examples of how to use descriptors effectively. In this short book, you’ll explore descriptors in general, with a deep explanation of what descriptors are, how the

Discover how a software engineer can leverage Docker in order to expedite development velocity. This book focuses on the fundamental concepts this program is built upon and explores how it can help yo

Closely examine website scraping and data processing: the technique of extracting data from websites in a format suitable for further analysis. You'll review which tools to use, and compare their

Create physical interfaces that interact with the Internet and web pages. With Arduino and JavaScript you can create interactive physical displays and connected devices that send data to or receive da

This book completes the Apress Java learning journey and is a comprehensive approach to learning Java APIs, extensions, and modules such as Java EE integration, mobile Java modules, JavaFX, and JDBC.

Gain the basics of Ruby’s map, reduce, and select functions and discover how to use them to solve data-processing problems. This compact hands-on book explains how you can encode certain complex progr

This book shows you how to use social media analytics to optimize your business performance. The tools discussed will prepare you to create and implement an effective digital marketing strategy. From

Master reinforcement learning, a popular area of machine learning, starting with the basics: discover how agents and the environment evolve and then gain a clear picture of how they are inter-related.

Learn how to use the Processing programming language and environment to create Android applications with ease. This book covers the basics of the Processing language, allowing users to effectively pro

Understand deep learning, the nuances of its different models, and where these models can be applied.The abundance of data and demand for superior products/services have driven the development of adva

Use this hands-on guide to understand the ever growing and complex world of digital security. Learn how to protect yourself from digital crime, secure your communications, and become anonymous online

Learn the fundamental elements of the new Swift 3 programming language as applied to game development for new iOS 10.In Part 1 of this book, you'll start with a basic 2D game idea and build the game t

Maximize the impact of your assets and business services by providing APIs for developers and other users. The journey described in this book starts with identifying business assets. As part of the AP

This is a short book that gets you up and running fast, teaches you the basics of programming, and gets you thinking like a programmer in an easy and entertaining way.This book is meant to be language

Gary Bennett, Brad Lees, and Stefan Kaczmarek, the team behind Swift 2 for Absolute Beginners, brings you a hands-on “Swift” introduction to the new tvOS SDK with a collection of app projects to

The Scribe platform is an essential toolkit for anyone developing a migration or integration with CRM platforms. Understanding how to utilize the workbench, console, adapters, publisher, and other com