Data analytics lifecycle processes

Abstract

A data analytic plan is defined for analyzing a given data set associated with a given data problem. A test data set and a training data set are obtained from the given data set associated with the given data problem. At least one model is executed to confirm an adequacy of the at least one model for the data analytic plan by fitting the at least one model on the training data set and evaluating the at least one model fitted on the training data set against the test data set. The defining, obtaining and executing steps are performed on one or more processing elements associated with a computing system and automate at least part of a data analytics lifecycle.