
JavaScript for Data Science
Chapman & Hall/CRC (Publisher)
1st Edition
Published on 28. January 2020
Book
Paperback/Softback
244 pages
978-0-367-42248-6 (ISBN)
Description
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 Gans is a freelance data scientist and front-end developer by way of quantitative biology. Toby Hodges is a bioinformatician turned community coordinator who works at the European Molecular Biology Laboratory. Greg Wilson co-founded Software Carpentry, and is now part of the education team at RStudio
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 Gans is a freelance data scientist and front-end developer by way of quantitative biology. Toby Hodges is a bioinformatician turned community coordinator who works at the European Molecular Biology Laboratory. Greg Wilson co-founded Software Carpentry, and is now part of the education team at RStudio
More details
Series
Language
English
Place of publication
Oxford
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
Professional and scholarly
Professional Practice & Development
Dimensions
Height: 234 mm
Width: 156 mm
Thickness: 13 mm
Weight
380 gr
ISBN-13
978-0-367-42248-6 (9780367422486)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions

Maya Gans | Toby Hodges | Greg Wilson
JavaScript for Data Science
E-Book
02/2020
1st Edition
Chapman & Hall/CRC
€69.99
Available for download

Maya Gans | Toby Hodges | Greg Wilson
JavaScript for Data Science
E-Book
02/2020
1st Edition
Chapman & Hall/CRC
€69.99
Available for download

Maya Gans | Toby Hodges | Greg Wilson
JavaScript for Data Science
Book
01/2020
1st Edition
Chapman & Hall/CRC
€196.30
Shipment within 15-20 days
Persons
Toby Hodges is a bioinformatician turned community coordinator, working on the Bio-IT
Project at EMBL. He teaches a lot of courses in computing, organizes a lot of communitybuilding
events, listens to a lot of punk rock, and occasionally still finds time to write code
and ride his bike. Toby would like to thank his wife for her support and patience while he
swore about how annoying JavaScript is to debug.
Greg Wilson has worked for 35 years in both industry and academia, and is the author or
editor of several books on computing and two for children. He co-founded [Software
Carpentry][carpentries], a non-profit organization that teaches basic computing skills to
researchers, and is now part of the education team at RStudio.
Project at EMBL. He teaches a lot of courses in computing, organizes a lot of communitybuilding
events, listens to a lot of punk rock, and occasionally still finds time to write code
and ride his bike. Toby would like to thank his wife for her support and patience while he
swore about how annoying JavaScript is to debug.
Greg Wilson has worked for 35 years in both industry and academia, and is the author or
editor of several books on computing and two for children. He co-founded [Software
Carpentry][carpentries], a non-profit organization that teaches basic computing skills to
researchers, and is now part of the education team at RStudio.
Content
Introduction. Basic Features. Callbacks. Objects and Classes. HTML and CSS. Manipulating Pages. Dynamic Pages. Visualizing Data. Promises. Interactive Sites. Managing Data. Creating a Server. Testing. Capstone Project. Conclusion