Agile Data Science 2.0

Data science teams looking to turn research into useful analytics applications require not only the right tools, but also the right approach if they’re to succeed. With the revised second edition of this hands-on guide, up-and-coming data scientists will learn how to use the Agile Data Science development methodology to build data applications with Python, Apache Spark, Kafka, and other tools.

Author Russell Jurney demonstrates how to compose a data platform for building, deploying, and refining analytics applications with Apache Kafka, MongoDB, ElasticSearch, d3.js, scikit-learn, and Apache Airflow. You’ll learn an iterative approach that lets you quickly change the kind of analysis you’re doing, depending on what the data is telling you. Publish data science work as a web application, and affect meaningful change in your organization.

  • Build value from your data in a series of agile sprints, using the data-value pyramid
  • Extract features for statistical models from a single dataset
  • Visualize data with charts, and expose different aspects through interactive reports
  • Use historical data to predict the future via classification and regression
  • Translate predictions into actions
  • Get feedback from users after each sprint to keep your project on track

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Docker Management Design Patterns

Master every aspect of orchestrating/managing Docker including creating a Swarm, creating services, using mounts, scheduling, scaling, resource management, rolling updates, load balancing, high availability, logging and monitoring, using multiple zones, and networking. This book also discusses the managed services for Docker Swarm: Docker for AWS and Docker Cloud Swarm mode.
Docker Management Design Patterns explains how to use Docker Swarm mode with Docker Engine to create a distributed Docker container cluster and how to scale a cluster of containers, schedule containers on specific nodes, and mount a volume. This book is based on the latest version of Docker (17.0x).
You will learn to provision a Swarm on production-ready AWS EC2 nodes, and to link Docker Cloud to Docker for AWS to provision a new Swarm or connect to an existing Swarm. Finally, you will learn to deploy a Docker Stack on Docker Swarm with Docker Compose.
What You’ll Learn
  • Apply Docker management design patterns
  • Use Docker Swarm mode and other new features
  • Create and scale a Docker service
  • Use mounts including volumes
  • Configure scheduling, load balancing, high availability, logging and monitoring, rolling updates, resource management, and networking
  • Use Docker for AWS managed services including a multi-zone Swarm
  • Build Docker Cloud managed services in Swarm mode
Who This Book Is For
Docker admins, Docker application developers, and container as a service (CAAS) developers.  Some prerequisite knowledge of Linux and Docker is required. Apress Pro Docker is recommended as a companion to this book.

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Raspberry Pi For Dummies, 3rd Edition

Get your slice of Raspberry Pi

With the invention of the unique credit card-sized single-board computer comes a new wave of hardware geeks, hackers, and hobbyists who are excited about the possibilities with the Raspberry Pi—and this is the perfect guide to get you started. With this down-to-earth book, you’ll quickly discover why the Raspberry Pi is in high demand!

There’s a reason the Raspberry Pi sold a million units in its first year, and you’re about to find out why! In Raspberry Pi For Dummies, 3rd Edition veteran tech authors Sean McManus and Mike Cook make it easier than ever to get you up and running on your Raspberry Pi, from setting it up, downloading the operating system, and using the desktop environment to editing photos, playing music and videos, and programming with Scratch—and everything in between.

  • Covers connecting the Pi to other devices such as a keyboard, mouse, monitor, and more
  • Teaches you basic Linux System Admin
  • Explores creating simple hardware projects
  • Shows you how to create web pages

Raspberry Pi For Dummies, 3rd Edition  makes computing as easy as pie!

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Enhancing Adobe Acrobat DC Forms with JavaScript

Take your PDF forms to the next level. In this book, you’ll learn various ways to further improve your PDF Forms using simple JavaScript coding. You’ll also discover how a few lines of code can speed up your workflow when working with multiple PDFs in Action Wizard.

Enhancing Adobe Acrobat DC Forms with JavaScript covers up-to-date, real working examples that you can easily download, practice with, and edit to suit your own projects. Using screenshots from Adobe Acrobat DC, users or previous versions will also be able to utilize these techniques. This book also shows workarounds and solutions to various form issues you might encounter. Feel empowered by it and improve your PDF documents!

JavaScript has been a part of Adobe Acrobat for many versions. However, few people use its features and focus mainly on using the basic form properties, never delving deeper into Acrobat’s full capabilities. While information on the web can be helpful, if you don’t know enough about how to use JavaScript in Acrobat you will be left with poor results. JavaScript can be difficult to learn, but it does not need to be scary. This book explains it in simple steps at a beginner to intermediate level so you can take full advantage of Acrobat’s capabilities in your own projects.

What You’ll Learn

• Create calculations, rating forms, and QR code stamps using the form elements
• Explore simplified field notation and basic JavaScript for Acrobat
• Work with buttons that can be used for navigation

• Utilize complex forms that include drop down and list boxes in combination with other form fields
• Work with Action Wizard and JavaScript
• Improve form navigation and printing of forms

• Add various types of alerts and custom validations to improve client-entered-data

Who This Book Is For

Anyone who needs to create forms for clients or websites: students, lawyers, accountants, and human resource personnel

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SVG Animations

SVG is extremely powerful, with its reduced HTTP requests and crispness on any display. It becomes increasingly more interesting as you explore its capabilities for responsive animation and performance boons. When you animate SVG, you must be aware of normal image traits like composition, color, implementation, and optimization. But when you animate, it increases the complexity of each of these factors exponentially.

This practical book takes a deep dive into how you can to solve these problems with stability, performance, and creativity in mind.

  • Learn how to make SVG cross-browser compatible, backwards compatible, optimized, and responsive
  • Plan and debug animation
  • Make a complex animation responsive, as many sites are responsive
  • Profile each animation technique in terms of performance so that you know what you’re getting in to with each library or native technology

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