Learning pandas
This learner's guide will help you understand how to use the features of pandas for interactive data manipulation and analysis. This book is your ideal guide to learning about pandas, all the way from installing it to creating one- and two-dimensional indexed data structures, indexing and slicing-and-dicing that data to derive results, loading data from local and Internet-based resources, and finally creating effective visualizations to form quick insights. You start with an overview of pandas and NumPy and then dive into the details of pandas, covering pandas' Series and DataFrame objects, before ending with a quick review of using pandas for several problems in finance. With the knowledge you gain from this book, you will be able to quickly begin your journey into the exciting world of data science and analysis. ...
This learner's guide will help you understand how to use the features of pandas for interactive data manipulation and analysis. This book is your ideal guide to learning about pandas, all the way from installing it to creating one- and two-dimensional indexed data structures, indexing and slicing-and-dicing that data to derive results, loading data from local and Internet-based resources, and finally creating effective visualizations to form quick insights. You start with an overview of pandas and NumPy and then dive into the details of pandas, covering pandas' Series and DataFrame objects, before ending with a quick review of using pandas for several problems in finance. With the knowledge you gain from this book, you will be able to quickly begin your journey into the exciting world of data science and analysis. ...
Learning Docker
Docker is a next-generation platform for simplifying application containerization life-cycle. Docker allows you to create a robust and resilient environment in which you can generate portable, composable, scalable, and stable application containers. This book is a step-by-step guide that will walk you through the various features of Docker from Docker software installation to the impenetrable security of containers. The book starts off by elucidating the installation procedure for Docker and a few troubleshooting techniques. You will be introduced to the process of downloading Docker images and running them as containers. You'll learn how to run containers as a service (CaaS) and also discover how to share data among containers. Later on, you'll explore how to establish the link between containers and orchestrate containers using Docker Compose. You will also come across relevant details about application testing inside a container. You will discover how to debug a container using t ...
Docker is a next-generation platform for simplifying application containerization life-cycle. Docker allows you to create a robust and resilient environment in which you can generate portable, composable, scalable, and stable application containers. This book is a step-by-step guide that will walk you through the various features of Docker from Docker software installation to the impenetrable security of containers. The book starts off by elucidating the installation procedure for Docker and a few troubleshooting techniques. You will be introduced to the process of downloading Docker images and running them as containers. You'll learn how to run containers as a service (CaaS) and also discover how to share data among containers. Later on, you'll explore how to establish the link between containers and orchestrate containers using Docker Compose. You will also come across relevant details about application testing inside a container. You will discover how to debug a container using t ...
Monitoring with Graphite
Graphite has become one of the most powerful monitoring tools available today, due to its ease of use, rapid graph prototyping abilities, and a friendly rendering API. With this practical guide, system administrators and engineers will learn how to use this open source tool to track operational data you need to monitor your systems, as well as application-level metrics for profiling your services. Author Jason Dixon, member of the Graphite project, provides a thorough introduction of Graphite from the basics to the skills and tools you need for troubleshooting and scaling out its software components. If you want to learn more about monitoring systems, services, or applications, this is the book you need. Get an introduction to monitoring, including important concepts and terminology; Examine the features and functionality of key Graphite components, including Carbon and Whisper; Learn the typical user workflow necessary to create a basic line chart; Build complex charts with chained ...
Graphite has become one of the most powerful monitoring tools available today, due to its ease of use, rapid graph prototyping abilities, and a friendly rendering API. With this practical guide, system administrators and engineers will learn how to use this open source tool to track operational data you need to monitor your systems, as well as application-level metrics for profiling your services. Author Jason Dixon, member of the Graphite project, provides a thorough introduction of Graphite from the basics to the skills and tools you need for troubleshooting and scaling out its software components. If you want to learn more about monitoring systems, services, or applications, this is the book you need. Get an introduction to monitoring, including important concepts and terminology; Examine the features and functionality of key Graphite components, including Carbon and Whisper; Learn the typical user workflow necessary to create a basic line chart; Build complex charts with chained ...
Learning BeagleBone Python Programming
BeagleBone is a barebone computer that can be configured and customized for different applications and is almost half the price of a standard computer. This book will cover the basics of how BeagleBone Black's hardware interface subsystems work, and can be controlled using two popular Python libraries for BeagleBone Black. You will be introduced to BeagleBone Black's GPIO, PWM, ADC, UART, SPI, I2C, and eQEP subsystems. We will then dive deep into more complex built-in peripherals, demonstrating different ways to receive input from a user including buttons, potentiometers, and rotary encoders with the eQEP module. We will also learn about interfacing with external devices; this will be demonstrated using the serial modules to interface with external devices such as temperature sensors and accelerometers. Towards the end of the book, we will present a couple of real-world problems and demonstrate how to solve them with the skills you've acquired. ...
BeagleBone is a barebone computer that can be configured and customized for different applications and is almost half the price of a standard computer. This book will cover the basics of how BeagleBone Black's hardware interface subsystems work, and can be controlled using two popular Python libraries for BeagleBone Black. You will be introduced to BeagleBone Black's GPIO, PWM, ADC, UART, SPI, I2C, and eQEP subsystems. We will then dive deep into more complex built-in peripherals, demonstrating different ways to receive input from a user including buttons, potentiometers, and rotary encoders with the eQEP module. We will also learn about interfacing with external devices; this will be demonstrated using the serial modules to interface with external devices such as temperature sensors and accelerometers. Towards the end of the book, we will present a couple of real-world problems and demonstrate how to solve them with the skills you've acquired. ...
Interactive Applications Using Matplotlib
Matplotlib makes it easy to generate plots, histograms, power spectra, bar charts, error charts, and other kinds of plots, with just a few lines of code. Interactive Applications Using Matplotlib will teach you how to turn your plots into fully interactive applications for data exploration and information synthesis. After being introduced to the plotting library, you'll learn how to create simple figures and come to grips with how they work. After these first steps, we will start work on a weather radar application. Next, you will learn about Matplotlib's event handler to add not only keymaps and mouse actions but also custom events, enabling our radar application to transition from a simple visualization tool into a useful severe storm tracking application, complete with animations and widgets. The book will conclude with enhancements from the GUI toolkit of your choice. ...
Matplotlib makes it easy to generate plots, histograms, power spectra, bar charts, error charts, and other kinds of plots, with just a few lines of code. Interactive Applications Using Matplotlib will teach you how to turn your plots into fully interactive applications for data exploration and information synthesis. After being introduced to the plotting library, you'll learn how to create simple figures and come to grips with how they work. After these first steps, we will start work on a weather radar application. Next, you will learn about Matplotlib's event handler to add not only keymaps and mouse actions but also custom events, enabling our radar application to transition from a simple visualization tool into a useful severe storm tracking application, complete with animations and widgets. The book will conclude with enhancements from the GUI toolkit of your choice. ...
Jasmine Cookbook
Jasmine provides a rich set of libraries to design and develop tests for JavaScript applications. Its tests aim to run on any JavaScript-enabled platform and have easy-to-read syntax. This book is a comprehensive guide to designing and developing Jasmine tests to produce world-class software. The recipes are elaborated using examples from a real-world application, which involves various aspects of designing and developing tests from simple to complex level. You will learn how to create tests for jQuery and Ajax, HTML and JSON fixtures, CoffeeScript, and AngularJS. By learning and applying the best practices throughout this book, you can deliver your applications with zero defects and ensure success for you and your clients. ...
Jasmine provides a rich set of libraries to design and develop tests for JavaScript applications. Its tests aim to run on any JavaScript-enabled platform and have easy-to-read syntax. This book is a comprehensive guide to designing and developing Jasmine tests to produce world-class software. The recipes are elaborated using examples from a real-world application, which involves various aspects of designing and developing tests from simple to complex level. You will learn how to create tests for jQuery and Ajax, HTML and JSON fixtures, CoffeeScript, and AngularJS. By learning and applying the best practices throughout this book, you can deliver your applications with zero defects and ensure success for you and your clients. ...
Arduino Wearable Projects
The demand for smart wearable technologies is becoming more popular day by day. The Arduino platform was developed keeping wearables, such as watches that track your location or shoes that count the miles you've run, in mind. It is basically an open-source physical computing platform based on a simple microcontroller board and a development environment in which you create the software for the board. If you're interested in designing and creating your own wearables, this is an excellent platform for you. This book provides you with the skills and understanding to create your own wearable projects. The book covers different prototyping boards which are compatible with the Arduino platform and are suitable for creating wearable projects. Each chapter of the book covers a project in which knowledge and skills are introduced gradually, making the book suitable for all kinds of readers. ...
The demand for smart wearable technologies is becoming more popular day by day. The Arduino platform was developed keeping wearables, such as watches that track your location or shoes that count the miles you've run, in mind. It is basically an open-source physical computing platform based on a simple microcontroller board and a development environment in which you create the software for the board. If you're interested in designing and creating your own wearables, this is an excellent platform for you. This book provides you with the skills and understanding to create your own wearable projects. The book covers different prototyping boards which are compatible with the Arduino platform and are suitable for creating wearable projects. Each chapter of the book covers a project in which knowledge and skills are introduced gradually, making the book suitable for all kinds of readers. ...
Ext JS 6 By Example
Ext JS is one of the most famous JavaScript frameworks used to create rich interactive web applications using techniques such as Ajax, DHTML, JSON, and DOM scripting. It provides a complete rich set of GUI controls, has an excellent API for AJAX and REST, and helps users to organize their code with Model View ViewModel (MVVM) or the MVC architecture, and supports two-way data binding, responsive layouts, responsive design, and more. It is an extensive, one-stop-shop to build an JavaScript RIA application. This book starts with a clear step-by-step installation guide for Ext JS 6 and the additional tools required for development on both Mac and Windows operating systems. It then covers the core concepts and fundamentals of Ext JS 6. ...
Ext JS is one of the most famous JavaScript frameworks used to create rich interactive web applications using techniques such as Ajax, DHTML, JSON, and DOM scripting. It provides a complete rich set of GUI controls, has an excellent API for AJAX and REST, and helps users to organize their code with Model View ViewModel (MVVM) or the MVC architecture, and supports two-way data binding, responsive layouts, responsive design, and more. It is an extensive, one-stop-shop to build an JavaScript RIA application. This book starts with a clear step-by-step installation guide for Ext JS 6 and the additional tools required for development on both Mac and Windows operating systems. It then covers the core concepts and fundamentals of Ext JS 6. ...
NetBeans IDE 8 Cookbook
From the start to the end of a Java project's lifecycle, this book will show you how to perform many key tasks with the NetBeans IDE, uncovering more about mobile, desktop, and enterprise Java along the way. You will start by creating Java projects and learning how to refactor and use NetBeans tools to increase developer efficiency. You will then get a walkthrough of how to create a desktop application before covering JavaFX and mobile applications and how to use external services within them. Having seen how to create many different types of applications, you will then be shown how to test and profile them before storing them in revision control systems such as Git or Subversion. Finally, you will learn how to extend NetBeans itself by adding new features to the IDE. ...
From the start to the end of a Java project's lifecycle, this book will show you how to perform many key tasks with the NetBeans IDE, uncovering more about mobile, desktop, and enterprise Java along the way. You will start by creating Java projects and learning how to refactor and use NetBeans tools to increase developer efficiency. You will then get a walkthrough of how to create a desktop application before covering JavaFX and mobile applications and how to use external services within them. Having seen how to create many different types of applications, you will then be shown how to test and profile them before storing them in revision control systems such as Git or Subversion. Finally, you will learn how to extend NetBeans itself by adding new features to the IDE. ...
Building Multicopter Video Drones
Multicopters have revolutionized the television and film industry. For the cost of just a few hours of traditional helicopter rental, videographers and cinematographers can own a multicopter drone that shoots stunning aerial shots that helicopter pilots can only dream of. This book is a practical guide that aims to help you learn how to build, fly, and program your own drone. The book starts by explaining the physics of multicopter flight and then walks you through all of the decision processes when choosing a platform. From turnkey systems to custom-built multicopters, you will not only comprehend the working of the components, but also gauge why the choices you make are crucial and how they affect your flight. As you go through the book, you will gain a firm grip on the principles, choices, and safety issues involved in a multicopter flight. Finally, it will teach you the maneuvers to capture great camera movements and explain the intricacies of stabilizing them in post-product ...
Multicopters have revolutionized the television and film industry. For the cost of just a few hours of traditional helicopter rental, videographers and cinematographers can own a multicopter drone that shoots stunning aerial shots that helicopter pilots can only dream of. This book is a practical guide that aims to help you learn how to build, fly, and program your own drone. The book starts by explaining the physics of multicopter flight and then walks you through all of the decision processes when choosing a platform. From turnkey systems to custom-built multicopters, you will not only comprehend the working of the components, but also gauge why the choices you make are crucial and how they affect your flight. As you go through the book, you will gain a firm grip on the principles, choices, and safety issues involved in a multicopter flight. Finally, it will teach you the maneuvers to capture great camera movements and explain the intricacies of stabilizing them in post-product ...