Create a Predictive Maintenance (PdM) Machine Learning (ML) model using AWS IoT SiteWise and AWS IoT Analytics. AWS IoT SiteWise collects, organizes, and stores data in the cloud making it available for data scientists to train ML models with clean, contextual, and structured data sets.