Data integrity and quality are cornerstones for creating highly accurate predictive models. These sections describe the tools and visualizations DataRobot provides to ensure that your project doesn't suffer the "garbage in, garbage out" outcome.
DataRobot’s wrangling capabilities give you the ability to prepare data and engineer features with a no-code interface to see transformations in real time—reducing the time from data to model.
This section covers the following topics:
|Add datasets to your Use Case from a local file, data connection, or the Data Registry.
|Interactively prepare data for modeling without moving it from your data source to generate a new output dataset.
|Manage the datasets linked to your Use Case and access exploratory data insights.
|View connection capabilities, feature considerations, and other reference material for Data preparation.