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 |  |
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 |
doi | https://doi.org/10.1007/978-3-031-01685-1 |
isbn_softcover | 978-3-031-00557-2 |
isbn_ebook | 978-3-031-01685-1Series ISSN 2766-8975 Series E-ISSN 2766-8967 |
issn_series | 2766-8975 |
copyright | Springer Nature Switzerland AG 2021 |