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Extensibility with Dataiku

Expand Dataiku’s native capabilities with custom components and amplify your impact on business outcomes.

 

Public and Proprietary Plugins

Dataiku provides the flexibility to package custom code components in a GUI and share them with others as plugins. These specialized components extend Dataiku’s native functionality in a seamless way for end-users, with custom visual recipes, datasets and connectors, webapps, processors, and more.

Download and modify hundreds of free, open source plugins in Dataiku’s public plugin store, or create proprietary plugins for exclusive use within your own organization.

 

 

No-Code Application-as-Recipes

With the application-as-recipe feature, citizen data scientists and analysts can design and package a Dataiku flow into a visual recipe that’s reusable in other projects — without requiring code.

These custom recipes allow even non-technical users to simplify and systemize repeatable workflows for themselves and their teammates in a scalable way.

 

Custom ML

Advanced data scientists can extend the visual ML interface by adding a custom Python algorithm, or programmatically develop models using Python, R, Scala, Julia, Pyspark, and other languages. To ensure external efforts are captured and interpretable to the rest of the team, Dataiku captures the details of these experiments and automatically provides model comparisons and explainability reports.

Regardless of where a model is developed, Dataiku remains the central platform for deployment, monitoring, and governance.

 

 

CI/CD with APIs for DevOps

Robust APIs enable IT and ML operators to programmatically perform Dataiku operations from external orchestration systems and incorporate these tasks into existing data workflows. Dataiku integrates with the tools that DevOps teams already use, like Jenkins, GitLabCI, Travis CI, or Azure Pipelines.

Read About CI/CD in Dataiku
 

Custom Web Apps Using Dash, Streamlit, Shiny, and More

Dataiku supports interactive web app development from design to delivery, so business audiences can interactively use data and predictive insights to drive better customer experiences and outcomes. 

Configure pre-built visual templates or code a fully custom web app using leading data science visualization frameworks such as Dash, Bokeh, R Shiny, JavaScript, and Streamlit. 

Go Further

Go Beyond with Plugins

Expand Dataiku with plugins for specialized use cases.

See Plugins

Get a Demo

Watch our end-to-end demo to discover the platform.

On-Demand Dataiku Demo

Cloud Plugins for Data Scientists

Discover how 5 versatile cloud plugins make handling data easier.

Read the Blog

Extend with Dataiku Solutions

Accelerate the delivery of your AI use cases with pre-built projects and ready-to-use templates.

View Solutions

Get Started with Dataiku

Start an online hosted trial, download the free edition

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