Predictive Analytics: Identifying Machine Failures

Skillsoft issued completion badges are earned based on viewing the percentage required or receiving a passing score when assessment is required. 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, you'll be able to detect machine failures using machine learning methods.