DataRobot offers a machine learning platform for data scientists of all skill levels to build and deploy accurate predictive models in a fraction of the time it took in the past. Their technology addresses the shortage of data scientists by changing the speed and economics of predictive analytics allowing business users to create their own statistical models.
The DataRobot platform uses massively parallel processing to train and evaluate thousands of models in R, Python, Spark MLlib, TensorFlow, H2O and other open source libraries. It searches through millions of possible combinations of algorithms, pre-processing steps, features, transformations and tuning parameters to deliver the best models for the data and prediction target.
DataRobot generates entire data processing pipelines, including the machine learning component