Time Series for Data Scientists: Data Management, Description, Modeling and Forecasting
Sanchez, Juana
- 出版商: Cambridge
- 出版日期: 2023-05-11
- 售價: $2,920
- 貴賓價: 9.5 折 $2,774
- 語言: 英文
- 頁數: 550
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1108837778
- ISBN-13: 9781108837774
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商品描述
Learn by doing with this guide to classical and contemporary machine learning approaches to time series data analysis. With data sets, commented R programs, case studies and quizzes, this is an essential and accessible resource for undergraduate and graduate students in statistics and data science, and researchers in data-rich disciplines.
商品描述(中文翻譯)
這本指南以傳統和現代的機器學習方法來進行時間序列數據分析,讓讀者透過實踐學習。內容包含數據集、註解的 R 程式、案例研究和測驗,是統計學和數據科學本科和研究生學生以及數據豐富領域的研究人員必備的資源。