Accuracy
While automation and speed usually come at the expense of quality, DataRobot uniquely delivers on all those fronts. The DataRobot platform automatically searches through millions of combinations of algorithms, data preporcessing steps, transformations, features, and turning parameters for the best machine learning model for you data. Each model is unique, fine-tuned for the specific dataset and prediction target.
Speed
DataRobot features a massively parallel modelling engine that can scale to hundreds or even thusands of powerful servers to explore, build and tune machine larning models. Large datasets? Wide datasets? No problem. The speed and scalability of modelling is limited only by the computational resources at DataRobot's disposal. With all this power, the work that used to take months is now finished in just hours.
Ease-of-Use
While automation and speed usually come at the expense of quality, DataRobot uniquely delivers on all those fronts. The DataRobot platform automatically searches through millions of combinations of algorithms, data preprocessing steps, transformations, features, and tuning parameters for the best machine learning model for your data. Each model is unique, fine-tuned for the specific dataset and prediction target.
Ecosystem
Keeping up with the growing ecosystem of machine learning algorithms has never been this easy. DataRobot is constantly expanding its vast set of diverse, best-in-class algorithms from R, Python, H20, Spark, and other sources, giving users the best set of tools for machine learning and AI challenges. With a simple click of the Start button, users can deploy techniques they have never used before or may not even be familiar with.