Data reference¶
The following sections provide reference content that supports working with data and understanding data handling in DataRobot:
| Topic | Description |
|---|---|
| Supported data stores | View a list of supported and deprecated data stores along with the details on how to connect to them in DataRobot. |
| Allowed source IP addresses | View a list of allowed source IP addresses for DataRobot. |
| EDA1 | View summary statistics based on a sample of your data. |
| Automatic feature transformations | Understand date-type feature transformations generated by DataRobot. |
| EDA2 | View summary statistics based on the portion of the data used for EDA1, excluding rows that are also in the holdout data and rows where the target is N/A. |
| Data quality checks | See details of the checks DataRobot runs for the potential data quality issues. |
| Asset states | Understand the difference between various asset states and the meaning of the corresponding badges displayed in DataRobot. |
| Wrangle large Snowflake datasets | Tips for improving interactivity and performance when wrangling large Snowflake datasets in Workbench. |
| Data augmentation methods | Summarizes the various ways in which DataRobot augments datasets for different experiment types. |