ML Monitoring CS329S Machine Learning Systems Design Stanford by guest Alessya Visnjic (WhyLabs)

Описание к видео ML Monitoring CS329S Machine Learning Systems Design Stanford by guest Alessya Visnjic (WhyLabs)

Alessya was the guest speaker at Chip Huyen's famous CS 329S: Machine Learning Systems Design at Stanford. The class covered topics such as the design principles of ML-specific telemetry and building monitoring on top of an open source telemetry library (https://github.com/whylabs/whylogs) to detect distribution drifts, data quality issues, and performance degradation.

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