JavaScript for Data Science

Author:   Maya Gans ,  Toby Hodges (European Molecular Biology Laboratory, Heidelberg, Germany) ,  Greg Wilson
Publisher:   Taylor & Francis Ltd
ISBN:  

9780367426521


Pages:   232
Publication Date:   28 January 2020
Format:   Hardback
Availability:   In Print   Availability explained
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JavaScript for Data Science


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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 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

Full Product Details

Author:   Maya Gans ,  Toby Hodges (European Molecular Biology Laboratory, Heidelberg, Germany) ,  Greg Wilson
Publisher:   Taylor & Francis Ltd
Imprint:   Chapman & Hall/CRC
Weight:   0.476kg
ISBN:  

9780367426521


ISBN 10:   0367426528
Pages:   232
Publication Date:   28 January 2020
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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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.

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