Ashley Davis - Data Wrangling with JavaScript [2018, PDF/EPUB/MOBI, ENG] torrent

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Data Wrangling with JavaScript

Год издания: 2018
Автор: Ashley Davis

Издательство: Manning
ISBN: 9781617294846
Язык: Английский

Формат: PDF/EPUB/MOBI
Качество: Издательский макет или текст (eBook)
Интерактивное оглавление: Да
Количество страниц: 432

Описание: Data Wrangling with JavaScript 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.

About the technology:
Why not handle your data analysis in JavaScript? Modern libraries and data handling techniques mean you can collect, clean, process, store, 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 book:
Data Wrangling with JavaScript promotes JavaScript to the center of the data analysis stage! With this hands-on guide, you’ll create a JavaScript-based data processing pipeline, handle common and exotic data, and master practical troubleshooting strategies. You’ll also build interactive visualizations and deploy your apps to production. Each valuable chapter provides a new component for your reusable data wrangling toolkit.

Code: GitHub
[spoiler="Примеры страниц"]

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[spoiler="Оглавление"]
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 Appendixes Appendix A: JavaScript cheat sheet
Appendix B: Data-Forge cheat sheet
Appendix C: Getting started with Vagrant
[/spoiler]