Handbook of Big Data Analytics (Springer Handbooks of Computational Statistics)
暫譯: 大數據分析手冊(Springer 計算統計手冊)
- 出版商: Springer
- 出版日期: 2018-08-01
- 售價: $14,780
- 貴賓價: 9.5 折 $14,041
- 語言: 英文
- 頁數: 538
- 裝訂: Hardcover
- ISBN: 3319182838
- ISBN-13: 9783319182834
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相關分類:
大數據 Big-data、機率統計學 Probability-and-statistics、Data Science
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相關主題
商品描述
Addressing a broad range of big data analytics in cross-disciplinary applications, this essential handbook focuses on the statistical prospects offered by recent developments in this field. To do so, it covers statistical methods for high-dimensional problems, algorithmic designs, computation tools, analysis flows and the software-hardware co-designs that are needed to support insightful discoveries from big data. The book is primarily intended for statisticians, computer experts, engineers and application developers interested in using big data analytics with statistics. Readers should have a solid background in statistics and computer science.
商品描述(中文翻譯)
本手冊針對跨學科應用中的各種大數據分析,專注於該領域近期發展所提供的統計前景。為此,它涵蓋了高維問題的統計方法、演算法設計、計算工具、分析流程以及支援從大數據中獲得深刻發現所需的軟硬體共同設計。本書主要針對對使用大數據分析與統計感興趣的統計學家、計算機專家、工程師和應用開發人員。讀者應具備扎實的統計學和計算機科學背景。