Help Everyone Understand AI Projects and Outputs
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.
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.
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.
Ensure Success With Best Practices and Approved Components
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.
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.
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.
Deliver Projects With Consistent Deployment and Management
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.