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Dataiku 12

Dataiku 12 delivers new features to help data, domain, and IT experts keep AI under control.
Learn more in our release notes and in the crash course.

 

Increase Transparency

 

Help Everyone Understand AI Projects and Outputs

 

Generative AI

With dedicated visual recipes for few or zero-shot text classification, summarization, question and answering, and a catch-all recipe for open-ended text generation tasks, Dataiku not only makes GPT accessible to non-coders in a scalable way, but also delivers additional cost and efficiency benefits to users through behind-the-scenes query optimization. Learn more about the plugin.


Auto Feature Generation

Improve efficiency and model performance by automatically generating new features from your existing datasets in a fraction of the time. Learn more in the Academy Knowledge Base article and in the reference documentation.

Auto Feature Generation

 

Universal Feature Importance

Model-agnostic visualizations for feature importance provide consistent & comparable explainability for models of all types. Learn more in the Academy Knowledge Base article and in the reference documentation.

Universal Feature Importance

 

Uplift Modeling

Apply this casual machine learning capability to measure cause & effect relationships and estimate an intervention’s impact on outcomes. Learn more in the Academy hands-on tutorial and in the reference documentation.

Uplift Modeling

 

 

Standardize Components

 

Ensure Success With Best Practices and Approved Components

 

Help Center

Quickly access reference documentation, educational materials, and personalized dynamic content recommendations without ever leaving the screen you’re on. Learn more in the reference documentation.

Help Center

 

Data Catalog

Custom data collections and a central place to browse all of your organization’s connected data make it easier to discover high quality data to use in your projects. Learn more in the Academy Knowledge Base article and in the reference documentation.

Data Catalog

 

New Dataiku Solutions

Accelerate speed to value for industry proven use cases with pre-built project templates and plug & play applications. Recently developed solutions include Process Mining, Financial Forecasting, Credit Scoring, Batch Performance Optimization, Pharmacoviligance, Social Determinants of Health, and Product Recommendations. Learn more and browse additional solutions in the Dataiku solutions catalog, or explore projects directly by searching for “solution” in the Dataiku Gallery.

Data Catalog

 

 

Centralize Operations

Deliver Projects With Consistent Deployment and Management

 

Model Overrides

Ensure safe predictions by applying guardrails on models via business rules that enforce outcomes for known cases. Learn more in our Academy hands-on tutorial and in the reference documentation.

Model Overrides

 

Enhanced Deployment & Monitoring

Additional drift metrics and streamlined deployment & monitoring setup for more efficient operations. Learn more in the reference documentation.

 

New Governance Views

A Kanban board and synchronized deployment details allow operations and leaders to assess the status of all governed projects at a glance. Learn more in the reference documentation.

 

Schema Management and Flow Build Improvements

Enhanced options and default settings for building recipes, datasets, and Flow Zones, engine selection, and schema propagation make it easier than ever for designers and operators alike to refresh and maintain data pipelines. Learn more in the Academy Knowledge Base article and the reference documentation.

 

 


Find all details in our release notes.


For previous releases