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Providence Health: Scaling ML/AI Projects with Databricks Mosaic AI | Databricks Blog: Providence Health Scales ML Projects with Databricks Mosaic AI
By working with Databricks solutions architects and product engineers, Providence Health was able to deliver accurate departmental arrivals and occupancy forecasting.
AI Agent Systems: Modular Engineering for Reliable Enterprise AI Applications | Databricks Blog: AI Agent Systems
AI agent systems are the vanguard of a novel application development paradigm for intelligence applications. Moving from monolithic, unmaintainable LLMs to a modular, customizable approach is a natural progression that comes with many advantages: higher reliability, easier maintainability, and greater extensibility. Databricks provides the fabric to sew together these applications in a unified platform with the necessary monitoring and governing structures for enterprise needs. Developers who learn to wield these tools for their organizations will have a distinct advantage in building quality applications quickly.
Scaling MATLAB and Simulink models with Databricks and Mathworks | Databricks Blog
Engineers leverage sophisticated MATLAB algorithms to analyze machine data, enabling them to forecast potential equipment failures with remarkable accuracy. These advanced systems can predict impending battery failures up to two weeks in advance, allowing for proactive maintenance and minimizing costly downtime in vehicle and machinery operations.