Pragmatic Unit Testing in Java with JUnit
Pragmatic programmers use feedback to drive their development and personal processes. The most valuable feedback you can get while coding comes from unit testing. Let your Java code tell you what's working and what isn't. You'll learn how to test using JUnit, but more importantly, you'll learn what to test. ...
Pragmatic programmers use feedback to drive their development and personal processes. The most valuable feedback you can get while coding comes from unit testing. Let your Java code tell you what's working and what isn't. You'll learn how to test using JUnit, but more importantly, you'll learn what to test. ...
TextMate
TextMate is a powerful tool for programmers, web designers, and anyone else who regularly needs to work with text files on Mac OS X. TextMate focuses on pragmatic automation, which means it will save you time-time that's always in short supply. See how your lowly text editor can become a hard working member of your staff. ...
TextMate is a powerful tool for programmers, web designers, and anyone else who regularly needs to work with text files on Mac OS X. TextMate focuses on pragmatic automation, which means it will save you time-time that's always in short supply. See how your lowly text editor can become a hard working member of your staff. ...
Mastering SQL Server 2014 Data Mining
Whether you are new to data mining or are a seasoned expert, this book will provide you with the skills you need to successfully create, customize, and work with Microsoft Data Mining Suite. Starting with the basics, this book will cover how to clean the data, design the problem, and choose a data mining model that will give you the most accurate prediction. Next, you will be taken through the various classification models such as the decision tree data model, neural network model, as well as Naïve Bayes model. Following this, you'll learn about the clustering and association algorithms, along with the sequencing and regression algorithms, and understand the data mining expressions associated with each algorithm. With ample screenshots that offer a step-by-step account of how to build a data mining solution, this book will ensure your success with this cutting-edge data mining system. ...
Whether you are new to data mining or are a seasoned expert, this book will provide you with the skills you need to successfully create, customize, and work with Microsoft Data Mining Suite. Starting with the basics, this book will cover how to clean the data, design the problem, and choose a data mining model that will give you the most accurate prediction. Next, you will be taken through the various classification models such as the decision tree data model, neural network model, as well as Naïve Bayes model. Following this, you'll learn about the clustering and association algorithms, along with the sequencing and regression algorithms, and understand the data mining expressions associated with each algorithm. With ample screenshots that offer a step-by-step account of how to build a data mining solution, this book will ensure your success with this cutting-edge data mining system. ...
Scala for Machine Learning
The discovery of information through data clustering and classification is becoming a key differentiator for competitive organizations. Machine learning applications are everywhere, from self-driving cars, engineering designs, biometrics, and trading strategies, to detection of genetic anomalies. The book begins with an introduction to the functional capabilities of the Scala programming language that are critical to the creation of machine learning algorithms such as dependency injection and implicits. Next, you'll learn about data preprocessing and filtering techniques. Following this, you'll move on to clustering and dimension reduction, Naïve Bayes, regression models, sequential data, regularization and kernelization, support vector machines, neural networks, generic algorithms, and re-enforcement learning. A review of the Akka framework and Apache Spark clusters concludes the tutorial. ...
The discovery of information through data clustering and classification is becoming a key differentiator for competitive organizations. Machine learning applications are everywhere, from self-driving cars, engineering designs, biometrics, and trading strategies, to detection of genetic anomalies. The book begins with an introduction to the functional capabilities of the Scala programming language that are critical to the creation of machine learning algorithms such as dependency injection and implicits. Next, you'll learn about data preprocessing and filtering techniques. Following this, you'll move on to clustering and dimension reduction, Naïve Bayes, regression models, sequential data, regularization and kernelization, support vector machines, neural networks, generic algorithms, and re-enforcement learning. A review of the Akka framework and Apache Spark clusters concludes the tutorial. ...
Learning R for Geospatial Analysis
R is a simple, effective, and comprehensive programming language and environment that is gaining ever-increasing popularity among data analysts. This book provides you with the necessary skills to successfully carry out complete geospatial data analyses, from data import to presentation of results. Learning R for Geospatial Analysis is composed of step-by-step tutorials, starting with the language basics before proceeding to cover the main GIS operations and data types. Visualization of spatial data is vital either during the various analysis steps and/or as the final product, and this book shows you how to get the most out of R's visualization capabilities. The book culminates with examples of cutting-edge applications utilizing R's strengths as a statistical and graphical tool. ...
R is a simple, effective, and comprehensive programming language and environment that is gaining ever-increasing popularity among data analysts. This book provides you with the necessary skills to successfully carry out complete geospatial data analyses, from data import to presentation of results. Learning R for Geospatial Analysis is composed of step-by-step tutorials, starting with the language basics before proceeding to cover the main GIS operations and data types. Visualization of spatial data is vital either during the various analysis steps and/or as the final product, and this book shows you how to get the most out of R's visualization capabilities. The book culminates with examples of cutting-edge applications utilizing R's strengths as a statistical and graphical tool. ...
Mastering Apache Maven 3
Maven is the number one build tool used by developers for more than a decade. Maven stands out among other build tools due to its extremely extensible architecture, which is built on top of the concept "convention over configuration". This has made Maven the de-facto tool used to manage and build Java projects. This book is a technical guide to the difficult and complex concepts in Maven and build automation. It starts with the core Maven concepts and its architecture, and then explains how to build extensions such as plugins, archetypes, and lifecycles in depth. This book is a step-by-step guide that shows you how to use Apache Maven in an optimal way to address your enterprise build requirements. ...
Maven is the number one build tool used by developers for more than a decade. Maven stands out among other build tools due to its extremely extensible architecture, which is built on top of the concept "convention over configuration". This has made Maven the de-facto tool used to manage and build Java projects. This book is a technical guide to the difficult and complex concepts in Maven and build automation. It starts with the core Maven concepts and its architecture, and then explains how to build extensions such as plugins, archetypes, and lifecycles in depth. This book is a step-by-step guide that shows you how to use Apache Maven in an optimal way to address your enterprise build requirements. ...
GitLab Cookbook
GitLab is a popular, open source Git hosting solution implemented by more than 50,000 organizations. This book has some carefully chosen recipes to help you decide on the type of GitLab installation that will fit your requirements. Along with covering some of the basic principles of Git, the book covers practical scenarios to show how you or your organization can effectively manage your proprietary code. You will learn how to manage multiple users, groups, and the permissions GitLab has for them. Updating your GitLab instance, creating backups, and restoring backups are a few of the important tasks described in detail to assist you in maintaining your GitLab server. Moreover, the GitLab API is extensively covered to guide you through the various operations to manage your project. ...
GitLab is a popular, open source Git hosting solution implemented by more than 50,000 organizations. This book has some carefully chosen recipes to help you decide on the type of GitLab installation that will fit your requirements. Along with covering some of the basic principles of Git, the book covers practical scenarios to show how you or your organization can effectively manage your proprietary code. You will learn how to manage multiple users, groups, and the permissions GitLab has for them. Updating your GitLab instance, creating backups, and restoring backups are a few of the important tasks described in detail to assist you in maintaining your GitLab server. Moreover, the GitLab API is extensively covered to guide you through the various operations to manage your project. ...
C# Multithreaded and Parallel Programming
Most modern machines have dual-core processors. This means that the present-day computer has the ability to multitask. Using multiple cores means your applications can process data faster and be more responsive to users. However, to fully exploit this in your applications, you need to write multithreading code. We will begin by covering some techniques that have been around since the beginning of .NET, including the BackgroundWorker component, timers, and the Thread class. We will use tasks, task factories, and parallel loops to develop multithreaded applications at a higher level than directly creating and managing individual threads. Finally, we will look at the tools Visual Studio provides for debugging parallel applications, common concurrent design patterns, and the latest updates in PLINQ and async. ...
Most modern machines have dual-core processors. This means that the present-day computer has the ability to multitask. Using multiple cores means your applications can process data faster and be more responsive to users. However, to fully exploit this in your applications, you need to write multithreading code. We will begin by covering some techniques that have been around since the beginning of .NET, including the BackgroundWorker component, timers, and the Thread class. We will use tasks, task factories, and parallel loops to develop multithreaded applications at a higher level than directly creating and managing individual threads. Finally, we will look at the tools Visual Studio provides for debugging parallel applications, common concurrent design patterns, and the latest updates in PLINQ and async. ...
Responsive Media in HTML5
Rapid growth in the use of mobile devices to access the Internet has forced designers to adapt to creating content that is easily viewable on a wide range of different devices. The key is to make images and videos responsive to the platform used, enabling them to be resized automatically when displayed on mobile devices or desktops. This book is a fast-paced, hands-on guide that shows you how to apply some simple techniques to add images and video content to your site, which may be a simple, one-page portfolio, or a complex content management system. The book starts with showing you how to display images. You will learn about browser support and different platforms, and alternatives for high- and low-resolution images. Moving on, the book covers techniques to add responsive video content. You will get to know about adding images and videos and test the media using online sites and tools. The book also explains the use of plugins and responsive frameworks. ...
Rapid growth in the use of mobile devices to access the Internet has forced designers to adapt to creating content that is easily viewable on a wide range of different devices. The key is to make images and videos responsive to the platform used, enabling them to be resized automatically when displayed on mobile devices or desktops. This book is a fast-paced, hands-on guide that shows you how to apply some simple techniques to add images and video content to your site, which may be a simple, one-page portfolio, or a complex content management system. The book starts with showing you how to display images. You will learn about browser support and different platforms, and alternatives for high- and low-resolution images. Moving on, the book covers techniques to add responsive video content. You will get to know about adding images and videos and test the media using online sites and tools. The book also explains the use of plugins and responsive frameworks. ...
AngularJS Test-driven Development
Starting with reviewing the test-driven development (TDD) life cycle, you will learn how Karma and Protractor make your life easier while running JavaScript unit tests. You will learn how Protractor is different from Selenium and how to test it entirely. This book is a walk-through to using TDD to build an AngularJS application containing a controller, model, and scope. Building on the initial foundational aspects, you will expand to include testing for multiple controllers, partial views, location references, CSS, and the HTML element. In addition, you will explore using a headless browser with Karma. You will also configure Karma file watching to automate testing and tackle components of AngularJS (controller, service, model, and broadcasting) using TDD. At the end of this book, you will extend explore how to pull data using an external API, setting up and configuring Protractor to use a standalone Selenium server, and setting up Travis CI and Karma to test your application. ...
Starting with reviewing the test-driven development (TDD) life cycle, you will learn how Karma and Protractor make your life easier while running JavaScript unit tests. You will learn how Protractor is different from Selenium and how to test it entirely. This book is a walk-through to using TDD to build an AngularJS application containing a controller, model, and scope. Building on the initial foundational aspects, you will expand to include testing for multiple controllers, partial views, location references, CSS, and the HTML element. In addition, you will explore using a headless browser with Karma. You will also configure Karma file watching to automate testing and tackle components of AngularJS (controller, service, model, and broadcasting) using TDD. At the end of this book, you will extend explore how to pull data using an external API, setting up and configuring Protractor to use a standalone Selenium server, and setting up Travis CI and Karma to test your application. ...