IPython Interactive Computing and Visualization Cookbook
IPython is at the heart of the Python scientific stack. With its widely acclaimed web-based notebook, IPython is today an ideal gateway to data analysis and numerical computing in Python. IPython Interactive Computing and Visualization Cookbook contains many ready-to-use focused recipes for high-performance scientific computing and data analysis. The first part covers programming techniques, including code quality and reproducibility; code optimization; high-performance computing through dynamic compilation, parallel computing, and graphics card programming. The second part tackles data science, statistics, machine learning, signal and image processing, dynamical systems, and pure and applied mathematics. ...
IPython is at the heart of the Python scientific stack. With its widely acclaimed web-based notebook, IPython is today an ideal gateway to data analysis and numerical computing in Python. IPython Interactive Computing and Visualization Cookbook contains many ready-to-use focused recipes for high-performance scientific computing and data analysis. The first part covers programming techniques, including code quality and reproducibility; code optimization; high-performance computing through dynamic compilation, parallel computing, and graphics card programming. The second part tackles data science, statistics, machine learning, signal and image processing, dynamical systems, and pure and applied mathematics. ...
Microsoft Exchange Server 2013 PowerShell Cookbook, 2nd Edition
Microsoft Exchange Server 2013 is a complex messaging system. Windows PowerShell 3 can be used in conjunction with Exchange Server 2013 to automate and manage routine and complex tasks to save time, money, and eliminate errors. Microsoft Exchange Server 2013 PowerShell Cookbook: Second Edition offers more than 120 recipes and solutions to everyday problems and tasks encountered in the management and administration of Exchange Server. If you want to write scripts that help you create mailboxes, monitor server resources, and generate detailed reports, then this Cookbook is for you. This practical guide to Powershell and Exchange Server 2013 will help you automate and manage time-consuming and reoccurring tasks quickly and efficiently. Starting by going through key PowerShell concepts and the Exchange Management Shell, this book will get you automating tasks that used to take hours in no time. ...
Microsoft Exchange Server 2013 is a complex messaging system. Windows PowerShell 3 can be used in conjunction with Exchange Server 2013 to automate and manage routine and complex tasks to save time, money, and eliminate errors. Microsoft Exchange Server 2013 PowerShell Cookbook: Second Edition offers more than 120 recipes and solutions to everyday problems and tasks encountered in the management and administration of Exchange Server. If you want to write scripts that help you create mailboxes, monitor server resources, and generate detailed reports, then this Cookbook is for you. This practical guide to Powershell and Exchange Server 2013 will help you automate and manage time-consuming and reoccurring tasks quickly and efficiently. Starting by going through key PowerShell concepts and the Exchange Management Shell, this book will get you automating tasks that used to take hours in no time. ...
Fast Data Processing with Spark
Spark is a framework for writing fast, distributed programs. Spark solves similar problems as Hadoop MapReduce does but with a fast in-memory approach and a clean functional style API. With its ability to integrate with Hadoop and inbuilt tools for interactive query analysis (Shark), large-scale graph processing and analysis (Bagel), and real-time analysis (Spark Streaming), it can be interactively used to quickly process and query big data sets. Fast Data Processing with Spark covers how to write distributed map reduce style programs with Spark. The book will guide you through every step required to write effective distributed programs from setting up your cluster and interactively exploring the API, to deploying your job to the cluster, and tuning it for your purposes. ...
Spark is a framework for writing fast, distributed programs. Spark solves similar problems as Hadoop MapReduce does but with a fast in-memory approach and a clean functional style API. With its ability to integrate with Hadoop and inbuilt tools for interactive query analysis (Shark), large-scale graph processing and analysis (Bagel), and real-time analysis (Spark Streaming), it can be interactively used to quickly process and query big data sets. Fast Data Processing with Spark covers how to write distributed map reduce style programs with Spark. The book will guide you through every step required to write effective distributed programs from setting up your cluster and interactively exploring the API, to deploying your job to the cluster, and tuning it for your purposes. ...
GameMaker Game Programming with GML
GameMaker: Studio is a popular game engine used to publish games to a variety of platforms. Although GameMaker: Studio's drag-and-drop functionality makes creating games simple and fast, utilizing scripts can really help organize and speed up GameMaker's workflow exponentially. This hands-on guide will help you build a strong foundation in programming in GameMaker Language by taking you through several example games. Knowledge gained by the end of the book can be applied so you can build your own line of exciting games. ...
GameMaker: Studio is a popular game engine used to publish games to a variety of platforms. Although GameMaker: Studio's drag-and-drop functionality makes creating games simple and fast, utilizing scripts can really help organize and speed up GameMaker's workflow exponentially. This hands-on guide will help you build a strong foundation in programming in GameMaker Language by taking you through several example games. Knowledge gained by the end of the book can be applied so you can build your own line of exciting games. ...
Learning Selenium Testing Tools with Python
Selenium WebDriver is a popular automated testing tool for web applications. Python is one of the top programming languages and when used with Selenium it can automate and test web applications. Using Python's unittest module, you can write test cases in Selenium. Over the years, Selenium has become a very powerful testing platform and many organizations are adopting Selenium WebDriver for creating automated user interface tests. The book's main aim is to cover the fundamentals related to Python Selenium testing. You will learn how the Selenium WebDriver Python API can be integrated with CI and Build tools to allow tests to be run while building applications. This book will guide you through using the Selenium WebDriver Python client library as well as other tools from the Selenium project. Towards the end of this book, you'll get to grips with Selenium Grid, which is used for running tests in parallel using nodes for cross-browser testing. It will also give you a basic overview of ...
Selenium WebDriver is a popular automated testing tool for web applications. Python is one of the top programming languages and when used with Selenium it can automate and test web applications. Using Python's unittest module, you can write test cases in Selenium. Over the years, Selenium has become a very powerful testing platform and many organizations are adopting Selenium WebDriver for creating automated user interface tests. The book's main aim is to cover the fundamentals related to Python Selenium testing. You will learn how the Selenium WebDriver Python API can be integrated with CI and Build tools to allow tests to be run while building applications. This book will guide you through using the Selenium WebDriver Python client library as well as other tools from the Selenium project. Towards the end of this book, you'll get to grips with Selenium Grid, which is used for running tests in parallel using nodes for cross-browser testing. It will also give you a basic overview of ...
RESTful Java Patterns and Best Practices
The convergence of social networking, cloud computing, and the era of mobile applications has created a generation of emerging technologies that allow different networked devices to communicate with each other over the Internet with REST. REST has the benefits of being stateless; easing scalability, visibility, and reliability; and being platform and language agnostic. This book is a practical, hands-on guide that provides you with clear and pragmatic information to take advantage of the real power of RESTful services and gives you a good foundation for using them in your applications. By comparing APIs from platforms such as Facebook, Twitter, GitHub, and PayPal, the book teaches a range of exciting capabilities with RESTful services and explores the infinite possibilities by using the diverse building blocks and tips covered in various chapters. ...
The convergence of social networking, cloud computing, and the era of mobile applications has created a generation of emerging technologies that allow different networked devices to communicate with each other over the Internet with REST. REST has the benefits of being stateless; easing scalability, visibility, and reliability; and being platform and language agnostic. This book is a practical, hands-on guide that provides you with clear and pragmatic information to take advantage of the real power of RESTful services and gives you a good foundation for using them in your applications. By comparing APIs from platforms such as Facebook, Twitter, GitHub, and PayPal, the book teaches a range of exciting capabilities with RESTful services and explores the infinite possibilities by using the diverse building blocks and tips covered in various chapters. ...
Graphing Data with R
It's much easier to grasp complex data relationships with a graph than by scanning numbers in a spreadsheet. This introductory guide shows you how to use the R language to create a variety of useful graphs for visualizing and analyzing complex data for science, business, media, and many other fields. You'll learn methods for highlighting important relationships and trends, reducing data to simpler forms, and emphasizing key numbers at a glance. Anyone who wants to analyze data will find something useful here - even if you don't have a background in mathematics, statistics, or computer programming. If you want to examine data related to your work, this book is the ideal way to start. ...
It's much easier to grasp complex data relationships with a graph than by scanning numbers in a spreadsheet. This introductory guide shows you how to use the R language to create a variety of useful graphs for visualizing and analyzing complex data for science, business, media, and many other fields. You'll learn methods for highlighting important relationships and trends, reducing data to simpler forms, and emphasizing key numbers at a glance. Anyone who wants to analyze data will find something useful here - even if you don't have a background in mathematics, statistics, or computer programming. If you want to examine data related to your work, this book is the ideal way to start. ...
Mastering Apache Spark
Apache Spark is an in-memory cluster based parallel processing system that provides a wide range of functionality like graph processing, machine learning, stream processing and SQL. It operates at unprecedented speeds, is easy to use and offers a rich set of data transformations. This book aims to take your limited knowledge of Spark to the next level by teaching you how to expand Spark functionality. The book commences with an overview of the Spark eco-system. You will learn how to use MLlib to create a fully working neural net for handwriting recognition. You will then discover how stream processing can be tuned for optimal performance and to ensure parallel processing. The book extends to show how to incorporate H20 for machine learning, Titan for graph based storage, Databricks for cloud-based Spark. Intermediate Scala based code examples are provided for Apache Spark module processing in a CentOS Linux and Databricks cloud environment. ...
Apache Spark is an in-memory cluster based parallel processing system that provides a wide range of functionality like graph processing, machine learning, stream processing and SQL. It operates at unprecedented speeds, is easy to use and offers a rich set of data transformations. This book aims to take your limited knowledge of Spark to the next level by teaching you how to expand Spark functionality. The book commences with an overview of the Spark eco-system. You will learn how to use MLlib to create a fully working neural net for handwriting recognition. You will then discover how stream processing can be tuned for optimal performance and to ensure parallel processing. The book extends to show how to incorporate H20 for machine learning, Titan for graph based storage, Databricks for cloud-based Spark. Intermediate Scala based code examples are provided for Apache Spark module processing in a CentOS Linux and Databricks cloud environment. ...
The Nature of Software Development
You need to get value from your software project. You need it "free, now, and perfect." We can't get you there, but we can help you get to "cheaper, sooner, and better." This book leads you from the desire for value down to the specific activities that help good Agile projects deliver better software sooner, and at a lower cost. Using simple sketches and a few words, the author invites you to follow his path of learning and understanding from a half century of software development and from his engagement with Agile methods from their very beginning. ...
You need to get value from your software project. You need it "free, now, and perfect." We can't get you there, but we can help you get to "cheaper, sooner, and better." This book leads you from the desire for value down to the specific activities that help good Agile projects deliver better software sooner, and at a lower cost. Using simple sketches and a few words, the author invites you to follow his path of learning and understanding from a half century of software development and from his engagement with Agile methods from their very beginning. ...
The WordPress Anthology
The WordPress Anthology puts you in the driver's seat of this powerful & flexible open-source CMS, offering an extensive array of solutions for your projects. Jam-packed with proven tips & techniques for web developers, you'll discover how to effectively use WordPress to better meet your needs. In short, it'll make the world's most versatile CMS work for you! ...
The WordPress Anthology puts you in the driver's seat of this powerful & flexible open-source CMS, offering an extensive array of solutions for your projects. Jam-packed with proven tips & techniques for web developers, you'll discover how to effectively use WordPress to better meet your needs. In short, it'll make the world's most versatile CMS work for you! ...