Macroeconomic Forecasting Using Alternative Data: Techniques for Applying Big Data and Machine Learning
暫譯: 使用替代數據的宏觀經濟預測:應用大數據和機器學習的技術

Jain, Apurv

  • 出版商: Academic Press
  • 出版日期: 2023-06-01
  • 售價: $3,760
  • 貴賓價: 9.5$3,572
  • 語言: 英文
  • 頁數: 250
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 012819121X
  • ISBN-13: 9780128191217
  • 相關分類: 大數據 Big-dataMachine Learning
  • 海外代購書籍(需單獨結帳)

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商品描述

Macroeconomic Forecasting Using Alternative Data: Techniques for Applying Big Data and Machine Learning applies computer science to the demands of macroeconomic forecasting. It is the first book to combine machine learning methods with macroeconomics. By using artificial intelligence and machine learning techniques, it unlocks the increased forecasting accuracy offered by alternative data sources. Through its interdisciplinary approach, readers learn how to use big datasets efficiently and effectively.

商品描述(中文翻譯)

《使用替代數據的宏觀經濟預測:應用大數據和機器學習的技術》將計算機科學應用於宏觀經濟預測的需求。這是第一本將機器學習方法與宏觀經濟學結合的書籍。通過使用人工智慧和機器學習技術,它解鎖了替代數據來源所提供的更高預測準確性。通過其跨學科的方法,讀者將學會如何高效且有效地使用大型數據集。