Introducing MLOps: How to Scale Machine Learning in the Enterprise by Mark Treveil, Nicolas Omont, Clément Stenac, Kenji Lefevre, Du Phan, Joachim Zentici, Adrien Lavoillotte, Makoto Miyazaki, Lynn Heidmann
English | November 30th, 2020 | ISBN: 1492083291 | 186 pages | True EPUB | 4.89 MB
More than half of the analytics and machine learning (ML) models created by organizations today never make it into production. Some of the challenges and barriers to operationalization are technical, but others are organizational. Either way, the bottom line is that models not in production can't provide business impact.