Why AI/Data Science Projects Fail

Weiner, Joyce

  • 出版商: Morgan & Claypool
  • 出版日期: 2020-12-18
  • 售價: $1,880
  • 貴賓價: 9.5$1,786
  • 語言: 英文
  • 頁數: 77
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1636390404
  • ISBN-13: 9781636390406
  • 相關分類: 資料科學
  • 下單後立即進貨 (約1~2週)


Recent data shows that 87% of Artificial Intelligence/Big Data projects don't make it into production (VB Staff, 2019), meaning that most projects are never deployed. This book addresses five common pitfalls that prevent projects from reaching deployment and provides tools and methods to avoid those pitfalls. Along the way, stories from actual experience in building and deploying data science projects are shared to illustrate the methods and tools. While the book is primarily for data science practitioners, information for managers of data science practitioners is included in the Tips for Managers sections.