FactoryTalk®, Analytics™, provides industrial manufacturing professionals with a full range of descriptive and prescriptive analytics solutions to achieve business outcomes such as improved equipment effectiveness, downtime reduction, quality or process improvement. Customers get a complete customer experience, from setting up an industrial data management foundation to single pane-of-glass operations views; collaborative data mashups and building and deploying self service machine learning or analytical models at either the controller, edge, or in the cloud. The entire machine learning workflow can be supported from data to value, including the ability to use visual tools and domain experts to help with data science.