A resource recommendation system is described to recommend and standardize resource tagging in a networked computing environment. In one example, cloud resources and related data are discovered, a database of the discovered information is generated, machine learning is applied to the database to build a prediction model, and tags for the resources are recommended, based on the prediction model, at a computing device.