DataRobot provided a swift, powerful, and automatic way to implement large data project in parallel

The DataRobot has great cloud computing and multitasking power for feeding large quantity of data. There are time series, categorical, and numerical related target variable for analysis. The whole bucket preprocessing sometimes could help you to save a lot of times. However in the real scenario it would still be better to do most of the preprocessing manually to avoid confusion regarding data type. The post parameter tuning could be more intuitive and would be better to make the replication of model result easier.