Understanding Drift Types

Amber breaks down the various types of drift, highlighting the significance of feature drift as it relates to model performance. She explains the importance of monitoring key features and introduces the Population Stability Index (PSI) as a preferred metric for assessing stability. Additionally, concepts like model drift and concept drift are discussed, emphasizing their roles in understanding data dynamics.