Overview

JavaScript is the native language of the Internet. Originally created to make web pages more dynamic, it is now used for software projects of all kinds, including scientific visualization and data services. However, most data scientists have little or no experience with JavaScript, and most introductions to the language are written for people who want to build shopping carts rather than share maps of coral reefs.

This book will introduce you to JavaScript's power and idiosyncrasies and guide you through the key features of the language and its tools and libraries. The book places equal focus on client- and server-side programming, and shows readers how to create interactive web content, build and test data services, and visualize data in the browser. Topics include:

  • The core features of modern JavaScript
  • Creating templated web pages
  • Making those pages interactive using React
  • Data visualization using Vega-Lite
  • Using Data-Forge to wrangle tabular data
  • Building a data service with Express
  • Unit testing with Mocha

All of the material is covered by the Creative Commons Attribution-Noncommercial 4.0 International license (CC-BY-NC-4.0) and is included in the book's companion website.

.

Maya Gansis a freelance data scientist and front-end developer by way of quantitative biology. Toby Hodgesis a bioinformatician turned community coordinator who works at the European Molecular Biology Laboratory. Greg Wilsonco-founded Software Carpentry, and is now part of the education team at RStudio


ISBN-13

9780367422486

ISBN-10

0367422484

Weight

0.77 Pounds

Dimensions

7.99 x 10.00 x 1.85 In

List Price

$59.95

Edition

1st Edition

Format

Paperback

Language

English

Pages

232 pages

Publisher

Routledge

Published On

2020-01-28



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