An Introduction to Dataiku Applications¶
Dataiku Applications are a kind of DSS customization that allows you to reuse projects. A typical process for creating and using a Dataiku Application is:
A data scientist creates a DSS project, much as they normally would.
They realize the workflows in the project could be useful to colleagues.
Some just need the project as a starting point to do their own work, and create a duplicate.
Some want to actively participate in further development of this project, and create a branch.
Some simply need to apply the existing project’s workflow to new data, but don’t need to understand the details of the project. For this last group, a Dataiku Application is useful.
The data scientist (or app developer) converts the project into a Dataiku Application.
Each colleague using the application creates their own instance of the Dataiku Application.
Visual Applications and Applications-as-Recipes¶
Dataiku applications can be surfaced in two different ways:
Visual Applications allow you to package a project with a GUI on top, which empowers more people within an organization to leverage AI and self-service analytics.
Applications-as-Recipes allow you to package part of a Flow into a recipe usable in the Flows of other projects.