Predictive Analytics: Identifying Machine Failures

Machines are the building blocks of manufacturing facilities and facilities have grown larger and more complex over time resulting in the increased effects of a single machine failure. Artificial intelligence (AI) and machine learning (ML) models are commonly used to quickly get ahead of and diagnose machine failures. In this course learn how to create an Azure Machine Learning workspace for building models that predict machine failures. Next practice performing preprocessing tasks on machine failure prediction data. Finally discover how to perform machine failure prediction using logistic regression. Upon completion youll be able to detect machine failures using machine learning methods.