Data Wrangling with JavaScript (Paperback)
暫譯: 使用 JavaScript 進行數據處理 (平裝本)
Ashley Davis
- 出版商: Manning
- 出版日期: 2018-12-17
- 售價: $1,750
- 貴賓價: 9.5 折 $1,663
- 語言: 英文
- 頁數: 432
- 裝訂: Paperback
- ISBN: 1617294845
- ISBN-13: 9781617294846
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相關分類:
Python、JavaScript
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相關翻譯:
JavaScript 數據整理 (Data Wrangling with JavaScript) (簡中版)
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商品描述
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.
what's inside
- Establishing a data pipeline
- Acquisition, storage, and retrieval
- Handling unusual data sets
- Cleaning and preparing raw data
- Interactive visualizations with D3
商品描述(中文翻譯)
《使用 JavaScript 進行數據處理》是一本實用指南，將教您如何創建基於 JavaScript 的數據處理管道，處理常見和特殊數據，並掌握實用的故障排除策略。
關於技術
為什麼不在 JavaScript 中處理您的數據分析呢？現代的庫和數據處理技術意味著您可以收集、清理、處理、存儲、可視化和展示網絡應用程序數據，同時享受單一語言管道的效率，以及始終保持在 JavaScript 中的數據中心網絡應用程序。
關於本書
《使用 JavaScript 進行數據處理》將 JavaScript 提升到數據分析的中心舞台！通過這本實用指南，您將創建一個基於 JavaScript 的數據處理管道，處理常見和特殊數據，並掌握實用的故障排除策略。您還將構建互動式可視化並將您的應用程序部署到生產環境。每一章都提供了一個可重用的數據處理工具包的新組件。
內容包括
- 建立數據管道
- 獲取、存儲和檢索
- 處理不尋常的數據集
- 清理和準備原始數據
- 使用 D3 進行互動式可視化
