An Evidently project organizes dashboard configuration, data snapshots, and monitoring results for one monitored ML system. It lives inside a workspace, which groups projects and their logs. section 6.2.1
A project supports a production monitoring workflow:
- Associate repeated data snapshots with the project to compare monitoring results over time. section 6.2.1
- Configure dashboard panels that display titles, counters, plots, and measurements such as drifted-feature share. section 6.2.1
Create an income-classifier project
Connect to the Evidently UI with RemoteWorkspace, then create a named project with an operational description: name="income-classifier", description="Used to classify users into multiple income bands".
