Data Science
Final Project Part 9: Monitoring
Senior Data Analyst
May 29, 2026
5 min read
What to Monitor
1. **Prediction drift**: Are the predictions changing over time?
2. **Feature drift**: Is the input data distribution changing?
3. **Actual outcomes**: Re-evaluate accuracy as new labels come in.
When to Retrain
*Day 150: Graduation—You Are Now a Data Scientist.*