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Exciting news! Aporia, the machine learning (ML) observability platform, has announced a strategic partnership with Databricks. This collaboration aims to empower customers who utilize Databricks’ lakehouse platform, AI capabilities, and MLflow offerings by providing them with advanced monitoring features for their ML models.
With Aporia’s new ML observability platform deployed directly on top of Databricks, organizations can now monitor their ML models in real-time without duplicating data from their lakehouse or any other data source. Plus, the integration with Databricks streamlines the monitoring process, allowing for the analysis of billions of predictions without the need for data sampling, making changes to production code, or incurring hidden storage costs.
“This means monitoring billions of predictions, visualizing and explaining ML models in production becomes effortless,” says Aporia CEO Liran Hason. “Aporia supports all use cases and model types, providing flexibility for ML teams to tailor the platform to their specific needs.”
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Transform 2023
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