Architecture Core: Deep dive into Snowflake’s unique three-layer architecture (Storage, Compute/Virtual Warehouses, and Cloud Services).

Data Engineering Ingestion: Managing continuous data loading using bulk copy commands, Snowpipe automated streams, and file format configurations.

Advanced Data Management: Implementing zero-copy cloning, data time-travel features, fail-safe mechanisms, and secure data sharing across accounts.

Streamlit Integration: Building data-driven dashboards and deploying custom Streamlit applications directly within the Snowflake ecosystem.