Data preparation plays a critical role in any machine learning project. Raw data, directly from the source is rarely clean enough, has the correct unit of analysis, or is enriched enough to be useful as-is.
DataRobot provides tools to help you clean and update your data for machine learning. This section provides details on:
|Data Prep||Use the Data Prep application to visually explore, profile, clean, enrich, and shape diverse data into AI assets.|
|Spark in the AI Catalog||Enrich, transform, shape, and blend together datasets using Spark SQL queries within the AI Catalog.|