🧑‍🎓 Out of the Box ML Monitors: Freshness, Volume, Schema

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:

• https://docs.getmontecarlo.com/docs/monitors-overview

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:

• https://docs.getmontecarlo.com/docs/monitors-overview

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:

• https://docs.getmontecarlo.com/docs/volume-detector

Introduction to Schema Changes

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

Additional Resources:

• https://docs.getmontecarlo.com/docs/using-assets#schema-changes