Building Predictive Maintenance Models
Leading manufacturers are now investing in predictive maintenance, which holds the potential to reduce cost, increase margin and customer satisfaction. Though traditional techniques from statistics and manufacturing have helped, the industry is still plagued by serious quality issues and the high cost of business disruption when components fail. Advances in machine learning offer a unique opportunity to reduce cost and improve customer satisfaction. This chapter will show how to build models for predictive maintenance using Microsoft Azure Machine Learning. Through examples we will demonstrate ...
Get Predictive Analytics with Microsoft Azure Machine Learning, Second Edition now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.