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JavaScript for Data Science

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. Les mer

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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

Detaljer

Forlag
Chapman & Hall/CRC
Innbinding
Paperback
Språk
Engelsk
Sider
244
ISBN
9780367422486
Utgivelsesår
2020
Format
23 x 16 cm

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