Now with Deeper Collaboration & More Granular Explainability
Statisticians can now use Dataiku to perform advanced statistical analysis in the familiar worksheet-and-cards format while collaborating with the rest of the wider data or analytics team. In the past, advanced statisticians were relegated to siloed tools with no visibility for non-statisticians.
With the enhanced Git integration in Dataiku 7, data scientists (or other code-first users) can now create, delete, push, and pull Git branches directly from Dataiku. This brings big efficiency gains, as coders can duplicate projects to easily sandbox changes, leaving the original project unaffected.
Prediction explanations in Dataiku open the black box by describing which characteristics, or features, have the greatest impact on a model’s outcomes. Dataiku 7 includes both row-level prediction explanations in output datasets as well as interactive visualizations of row-level prediction explanations.
Dataiku 7 brings additional features for statisticians and data scientists as well as individual model prediction explanations for all. Ultimately, Dataiku 7 reinforces the notion of data-driven collaboration and empowers organizations with scalable, explainable AI.
