realtime scoring

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  • From design to production, instantaneously
  • Robustness & High Availability
  • Feedback loop ready
  • From design to production, instantaneously
  • Robustness & High Availability
  • Feedback loop ready

From design to production, instantaneously

  • In just a few clicks, deploy your model into production to get real-time predictions with Dataiku DSS' REST API.
  • With bundling of data cleaning, enriching, preprocessing, as well as models for scoring, deploying has never been so fast.
  • Deployed models are versioned, enabling users to rollback anytime.

Scalability & High availability

  • Handle large quantities of real-time predictions with queuing, parallelism, and load balancing.
  • Run multiple scoring API nodes for full high availability.

Avoid Model Drift with a Feedback Loop

  • Run multiple versions of the same model at the same time for automated A/B testing.
  • Monitor data changes over time.
  • Access history of logs queries and predictions at any time to check that model performance is not drifting with time.