🧑‍🎓 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

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Introduction to Freshness (ML) Monitors

Description:
Introduction to Freshness monitors
Managing the sensitivity of your freshness monitors on a table by table basis

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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

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Introduction to Schema Changes

Description:
Introduction to schema changes
How schema changes are represented on the assets page
How schema changes present as alerts

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What’s Next