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Titlebook: Why AI/Data Science Projects Fail; How to Avoid Project Joyce Weiner Book 2021 Springer Nature Switzerland AG 2021

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发表于 2025-3-21 16:30:17 | 显示全部楼层 |阅读模式
书目名称Why AI/Data Science Projects Fail
副标题How to Avoid Project
编辑Joyce Weiner
视频video
丛书名称Synthesis Lectures on Computation and Analytics
图书封面Titlebook: Why AI/Data Science Projects Fail; How to Avoid Project Joyce Weiner Book 2021 Springer Nature Switzerland AG 2021
描述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.
出版日期Book 2021
版次1
doihttps://doi.org/10.1007/978-3-031-01685-1
isbn_softcover978-3-031-00557-2
isbn_ebook978-3-031-01685-1Series ISSN 2766-8975 Series E-ISSN 2766-8967
issn_series 2766-8975
copyrightSpringer Nature Switzerland AG 2021
The information of publication is updating

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发表于 2025-3-21 20:40:00 | 显示全部楼层
Joyce Weinerggested to replace individual marking and oxy-acetylene cutting were replaced by means of hydraulic press. The required suitable tool was selected from the available option based on design calculation. The project was executed based on methodology that involves the following stages configuration des
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Joyce Weinerexample, Catherine imagines that ‘every Linton on the face of the earth might melt into nothing’ (p. 81). This time the insignificance of the Lintons (the . side of the comparison) is compared to a vision of them as they ‘melt into nothing’ (the . side); but none of the words tell us that it feels ‘
发表于 2025-3-22 11:15:18 | 显示全部楼层
that the lack of reciprocity there was the key to why its reorganizations had failed (Section 1.2). Section 1.3 focuses on the use of metaphors to describe organizations, in particular the metaphor of neglectful parenting. Section 1.4 provides an overview of the structure of this book.
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always have the desired effect. After searching in vain for an explanation in the change management literature, I happened upon knowledge from a different domain. I discovered that the terminology of developmental psychology described the phenomena I encountered in my consultancy practice. I applie
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