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Data Wrangling with JavaScript

Download Data Wrangling with JavaScript written by Ashley Davis in PDF format. This book is under the category Computers and bearing the isbn/isbn13 number 1617294845/9781617294846. You may reffer the table below for additional details of the book.

$19.99

Specifications

book-author

Ashley Davis

publisher

Manning Publications; 1st edition

file-type

PDF

pages

432 pages

language

English

isbn10

1617294845

isbn13

9781617294846


Book Description

Summary

Data Wrangling with JavaScript (PDF) is hands-on guide that will teach you how to create a JavaScript-based data processing pipeline; handle common and exotic data; and master practical troubleshooting strategies.

This purchase only includes a eBook in PDF without any restrictions.

About the Technology

Why not handle your data analysis in JavaScript? Modern libraries and data handling techniques mean you can collect; store; process; clean; visualize; and present web application data while enjoying the efficiency of a single-language pipeline and data-centric web applications that stay in JavaScript end to end.

About the eBook

Data Wrangling with JavaScript eBook promotes JavaScript to the center of the data analysis stage! With this comprehensive hands-on guide; you will create a JavaScript-based data processing pipeline; handle exotic and common data; and master practical troubleshooting strategies. You will also build interactive visualizations and deploy your apps to production. Each valuable chapter provides a new component for your reusable data wrangling toolkit.

What is inside the ebook

  • Handling unusual data sets
  • Establishing a data pipeline
  • Storage; acquisition; and retrieval
  • Preparing and cleaning raw dataInteractive visualizations with D3

About the Author

Ashley Davis is an entrepreneur; software developer; author; and the creator of Data-Forge and Data-Forge Notebook; software for data transformation; analysis; and visualization in JavaScript.

Table of Contents

  1. Getting started: establishing your data pipeline
  2. Getting started with Node.js
  3. Acquisition; storage; and retrieval
  4. Working with unusual data
  5. Exploratory coding
  6. Clean and prepare
  7. Dealing with huge data files
  8. Working with a mountain of data
  9. Practical data analysis
  10. Browser-based visualization
  11. Server-side visualization
  12. Live data
  13. Advanced visualization with D3
  14. Getting to production

book-author

Ashley Davis

publisher

Manning Publications; 1st edition

file-type

PDF

pages

432 pages

language

English

isbn10

1617294845

isbn13

9781617294846

Table of contents


Table of contents :
Chapter 1 Getting Started: Establishing Your Data Pipeline
Chapter 2 Getting Started With Node.Js
Chapter 3 Acquisition, Storage, And Retrieval
Chapter 4 Working With Unusual Data
Chapter 5 Exploratory Coding
Chapter 6 Clean And Prepare
Chapter 7 Dealing With Huge Data Files
Chapter 8 Working With A Mountain Of Data
Chapter 9 Practical Data Analysis
Chapter 10 Browser-Based Visualization
Chapter 11 Server-Side Visualization
Chapter 12 Live Data
Chapter 13 Advanced Visualization With D3
Chapter 14 Getting To Production
Appendix A JavaScript cheat sheet
Appendix B Data-Forge cheat sheet
Appendix C Getting started with Vagrant

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