Monitoring model performance with New Relic and Algorithmia

New Relic has partnered with Algorithmia to provide a seamless integration between their observability platform and Algorithmia's enterprise machine learning operations (MLOps) platform, allowing for real-time monitoring of model performance metrics in production systems. This partnership enables data scientists and DevOps engineers to track and detect model drift, data drift, and model bias, and relay that information efficiently to teams developing and operating these models. With New Relic's Insights feature, users can create dashboards, use alerts to analyze model performance metrics, and manage alert policies and conditions, all while leveraging Algorithmia's MLOps platform to streamline models into the observability platform. The integration allows for seamless collaboration between data science and DevOps teams, leading to innovative solutions and improved operation and monitoring of software.

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