# Advance Snowflake Day 2 Lecture

> In this lecture, Zach dives into the exciting realm of context engineering and its evolution from traditional data engineering. He explores the nine different types of context that data engineers must understand, emphasizing the importance of business context, organizational context, and semantic c…

- Web page: https://www.dataexpert.io/lesson/advancesnowflake day2lecture-jan2025
- Program: [Winter 2026 Analytics Engineering Camp](https://www.dataexpert.io/program/winter-2026-snowflake-boot-camp)
- Access: Requires enrollment in Winter 2026 Analytics Engineering Camp
- Length: 52 min video
- Skills: SQL, Python, LLMs, ETL/ELT, Snowflake
- Academy: DataExpert.io Academy

## About this lesson

In this lecture, Zach dives into the exciting realm of context engineering and its evolution from traditional data engineering. He explores the nine different types of context that data engineers must understand, emphasizing the importance of business context, organizational context, and semantic context. Zach shares insights on how to create rich contexts from unstructured data and the role of vectors in this process.

## Navigation

- Previous lesson: [How to connect Iceberg and Snowflake with Catalogs](https://www.dataexpert.io/lesson/howtoconnecticebergandsnowflakewithcatalogs-jan2026.md)
- Next lesson: [Advance Snowflake Day 2 Lab](https://www.dataexpert.io/lesson/advancesnowflakeday2-jan2026.md)