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

Weiner, Joyce

Hardcover

ISBN 10: 1636390404 ISBN 13: 9781636390406

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.

Details zur Ausgabe

• Verlag: Morgan & Claypool Publishers
• Erscheinungsdatum: 2020
• Sprache: Englisch
• ISBN 10: 1636390404
• ISBN 13: 9781636390406
• Einband: Tapa dura
• Anzahl der Seiten: 77
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar