🧑🎓 Out of the Box ML Monitors: Freshness, Volume, Schema
This section includes four videos covering an Introduction to Machine Learning Monitors, Freshness Monitors, Volume Monitors and Schema Monitors.
Introduction to Machine Learning (ML) Monitors
Description:
Introduction to Monte Carlo's Machine Learning monitors
How often do these monitors run?
Overview of Freshness and Volume monitors running on the assets page
Additional Resources:
Introduction to Freshness (ML) Monitors
Description:
Introduction to Freshness monitors
Managing the sensitivity of your freshness monitors on a table by table basis
Additional Resources:
Introduction to Volume (ML) Monitors
Description:
Introduction to Volume ML monitors
Including Unchanged Size and Volume Change detectors
Managing the sensitivity of your volume monitors on a table by table basis
Additional Resources:
Introduction to Schema Changes
Description:
Introduction to schema changes
How schema changes are represented on the assets page
How schema changes present as alerts
Additional Resources:
Updated 2 months ago