Feature Store

What Are the Tradeoffs Between a Data Lake and a Data Warehouse? Batch Processing vs. Stream Processing: What’s the Difference?  Static Deployment vs. Dynamic Deployment: What’s the Difference?   Where does a feature store fit into the ML lifecycle? Who benefits from a feature store? Data preprocessing vs. feature engineering