Why AI/Data Science Projects Fail (Synthesis Lectures on Computation and Analytics) - Softcover

Weiner, Joyce

 
9781636390383: Why AI/Data Science Projects Fail (Synthesis Lectures on Computation and Analytics)
Softcover
ISBN 10: 1636390382 ISBN 13: 9781636390383
Verlag: Morgan & Claypool Publishers, 2020

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Joyce Weiner is a Principal Engineer at Intel Corporation. Her area of technical expertise is data science and using data to drive efficiency. Joyce is a black belt in Lean Six Sigma. She has a B.S. in Physics from Rensselaer Polytechnic Institute, and an M.S. in Optical Sciences from the University of Arizona. She lives with her husband outside Phoenix, Arizona.

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Verlag
Morgan & Claypool Publishers
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
1636390382
ISBN 13 
9781636390383
Einband
Tapa blanda
Anzahl der Seiten
77
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar

Weitere beliebte Ausgaben desselben Titels

9783031005572: Why AI/Data Science Projects Fail: How to Avoid Project Pitfalls (Synthesis Lectures on Computation and Analytics)

Vorgestellte Ausgabe

ISBN 10:  3031005570 ISBN 13:  9783031005572
Verlag: Springer, 2020
Softcover