Machine Learning System Design Interview Alex Xu Pdf Github !!top!! -

: Tracking model drift and performance over time. Case Studies and Examples

Using metrics like AUC-ROC, F1-score, or Precision-Recall. machine learning system design interview alex xu pdf github

: Choose appropriate offline metrics (Precision/Recall, AUC, RMSE) and online metrics (A/B testing, CTR). Serving & Monitoring : Tracking model drift and performance over time