Dataiku provides a platform for data science and machine learning (ML), which connects to various data sources and allows enterprises to collaborate, cleanse, and prepare data as well as obtain visual representations of a project’s data pipeline. It includes 100 built-in data transformers for common data manipulations and provides tools to parse and enrich specialized data types (such as geospatial data, time series, images, and text) with additional metadata.