Hands-On Exercise
— Machine Learning
OPTIONAL
1
Snowflake ML Functions
ML.FORECAST: trip demand prediction
ML.ANOMALY_DETECTION: fare outliers
Pure SQL — zero setup required
2
Databricks sklearn
Gradient Boosting Regressor
MLflow autolog experiment tracking
Batch inference → Gold table
3
dbt Feature Table
11 engineered features for ML
Automated quality tests (not_null, unique)
Lineage graph documentation
