# How to use Snowpark and Snowflake Optimizations Lecture Day 2

> In this lecture, Zach dives into the key aspects of Snowflake Data Modeling, particularly focusing on Snowpark and Iceberg. He discusses the importance of data governance controls, performance tuning, and the trade-offs between speed and cost when it comes to data clustering. He also highlights the…

- Web page: https://www.dataexpert.io/lesson/how-to use-snowpark-and-snowflake-optimizations-lecture-day-2-april2025-p735-l983
- Program: [AnalyticsExpert](https://www.dataexpert.io/program/analytics-expert)
- Module: Week 3: Data Modeling on Snowflake
- Access: Requires enrollment in AnalyticsExpert
- Length: 52 min video
- Skills: SQL, Data Modeling, ETL/ELT, Data Warehousing, Cloud Platforms, Snowflake, Apache Iceberg
- Academy: DataExpert.io Academy

## About this lesson

In this lecture, Zach dives into the key aspects of Snowflake Data Modeling, particularly focusing on Snowpark and Iceberg. He discusses the importance of data governance controls, performance tuning, and the trade-offs between speed and cost when it comes to data clustering. He also highlights the need for proper catalog integration and the significance of understanding your data usage patterns.

## Navigation

- Previous lesson: [Conceptual Data Modeling Lab Day 1](https://www.dataexpert.io/lesson/conceptual-data-modeling-lab-day-1-april2025-p735-l980.md)
- Next lesson: [How to use Snowpark and Snowflake Optimizations Lab Day 2](https://www.dataexpert.io/lesson/how-to%20use-snowpark-and-snowflake-optimizations-lab-day-2-april2025-p735-l984.md)