Practical Time Series Analysis: Prediction with Statistics and Machine Learning (Paperback)
暫譯: 實用時間序列分析：統計與機器學習預測
Aileen Nielsen
- 出版商: O'Reilly
- 出版日期: 2019-11-19
- 定價: $2,800
- 售價: 8.0 折 $2,240
- 語言: 英文
- 頁數: 504
- 裝訂: Paperback
- ISBN: 1492041653
- ISBN-13: 9781492041658
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相關分類:
Machine Learning、機率統計學 Probability-and-statistics
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相關翻譯:
時間序列分析實戰：基於機器學習和統計學 (簡中版)
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商品描述
Solve the most common data engineering and analysis challenges for modern time series data. This book provides an accessible well-rounded introduction to time series in both R and Python that will have software engineers, data scientists, and researchers up and running quickly and competently to do time-related analysis in their field of interest.
Author Aileen Nielsen also offers practical guidance and use cases from the real world, ranging from healthcare and finance to scientific measurements and social science projections. This book offers a more varied and cutting-edge approach to time series than is available in existing books on this topic.
商品描述(中文翻譯)
解決現代時間序列數據中最常見的數據工程和分析挑戰。本書提供了對於 R 和 Python 的時間序列的易於理解且全面的介紹，讓軟體工程師、數據科學家和研究人員能夠迅速且熟練地在其感興趣的領域進行時間相關的分析。
作者 Aileen Nielsen 也提供了來自現實世界的實用指導和使用案例，涵蓋從醫療保健和金融到科學測量和社會科學預測等各個領域。本書提供了一種比現有相關書籍更為多樣化和前沿的時間序列方法。
