Jason Morris

Chris McCubbin

Raymond Page

Big data processing and analytics at speed and scale using command line tools. Key FeaturesPerform string processing, numerical computations, and more using CLI toolsUnderstand the essential components of data science development workflowAutomate data pipeline scripts and visualization with the command lineBook Description The Command Line has been in existence on UNIX-based OSes in the form of Bash shell for over 3 decades. However, very little is known to developers as to how command-line tools can be OSEMN (pronounced as awesome and standing for Obtaining, Scrubbing, Exploring, Modeling, and iNterpreting data) for carrying out simple-to-advanced data science tasks at speed. This book will start with the requisite concepts and installation steps for carrying out data science tasks using the command line. You will learn to create a data pipeline to solve the problem of working with small-to medium-sized files on a single machine. You will understand the power of the command line, learn how to edit files using a text-based and an. You will not only learn how to automate jobs and scripts, but also learn how to visualize data using the command line. By the end of this book, you will learn how to speed up the process and perform automated tasks using command-line tools. What you will learnUnderstand how to set up the command line for data scienceUse AWK programming language commands to search quickly in large datasets.Work with files and APIs using the command lineShare and collect data with CLI toolsPerform visualization with commands and functionsUncover machine-level programming practices with a modern approach to data scienceWho this book is for This book is for data scientists and data analysts with little to no knowledge of the command line but has an understanding of data science. Perform everyday data science tasks using the power of command line tools.

Automate everyday data science tasks using command-line tools

Hands-On Data Science with the Command Line

The Cat in Ancient Egypt

Master the art of creating impressive and reactive UIs for mobile applications on the latest version of Android Oreo. About This Book A comprehensive guide to designing and developing highly interactive user interfaces for your app. Design responsive and agile applications targeting multiple Android devices (up to Android Oreo) using Android Studio 3.0 Write reactive user interfaces with minimal effort by leveraging the latest Android technologies, such as Architecture components and the Lifecycle API Avoid common design problems and pitfalls with the help of shared UI design patterns and best practices. Who This Book Is For This book is for novice Android and Java developers who have a basic knowledge of Android development and want to start developing stunning user interfaces. What You Will Learn Create effective and efficient user interfaces that allow users to carry out tasks smoothly Understand the fundamentals of Android UI design, and take a look at the basic layouts, Inputs, and controls Learn about various UI components provided by Android, which include structured layout objects and UI controls that allow you to build the graphical user interface for your app Explore various styles and themes that allow you to customize the look and feel of your app Leverage the animation and graphics APIs to improve user experience and draw custom 2D graphics In Detail A great user interface (UI) can spell the difference between success and failure for any new application. This book will show you not just how to code great UIs, but how to design them as well. It will take novice Android developers on a journey, showing them how to leverage the Android platform to produce stunning Android applications. Begin with the basics of creating Android applications and then move on to topics such as screen and layout design. Next, learn about techniques that will help improve performance for your application. Also, explore how to create reactive applications that are fast, animated, and guide the user toward their goals with minimal distraction. Understand Android architecture components and learn how to build your application to automatically respond to changes made by the user. Great platforms are not always enough, so this book also focuses on creating custom components, layout managers, and 2D graphics. Also, explore many tips and best practices to ease your UI development process. By the end, you'll be able to design and build not only amazing UIs, but also systems that provide the best possible user experience. Style and approach This book takes an easy tutorial approach to help you learn how to create consistent and efficient user interfaces for your apps. The book first takes you through the basics of user interfaces such as basic layouts, inputs, and controls, and also covers animations and graphics. By the end of the book, you will have learned best practices and will be able to develop inspired interfaces that look good and also work subtly in the background.

Design and develop attractive user interfaces for Android applications

Hands-On Android UI Development

Quickly design and develop compelling user interfaces for your Android applications.

Jason Morris

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