Future of DataRobot

DataRobot was the early pioneer in the AutoML space and seems to be the dominant player, but there are many others (H20, Kortical, and Google Cloud AutoML, to name a few) that are catching up rapidly. Many of the large cloud players are jumping into this space and have offerings that are very attractively priced. DataRobot continues to offer additional capabilities combined with good support from experienced data scientists. To that end, we expect that the DataRobot API will continue to evolve and become more robust to allow experienced data scientists to use DataRobot in a highly flexible and automated way.

We have noticed new capabilities being released even as this book is being written, such as the recent acquisition of the Zepl notebook platform. In addition to that, DataRobot continues to acquire other companies to round out its offerings. Recently, a lot of focus has been on MLOps and enabling the rapid deployment of models. As the features and capabilities...