# Apache Spark Core Day 3 Lecture

> In this lecture, Yared dives into the Query Execution Engine and explore the different types of transformations in Spark SQL, specifically narrow and wide transformations. He provides examples to illustrate these concepts and discuss the importance of schema inference for performance. He also touch…

- Web page: https://www.dataexpert.io/lesson/apache-spark-core-day-3-lecture-jan2025-p736-l779
- Program: [DataExpert](https://www.dataexpert.io/program/data-expert)
- Module: Week 1: Databricks Basics
- Access: Requires enrollment in DataExpert
- Length: 22 min video
- Skills: SQL, Python, Apache Spark
- Academy: DataExpert.io Academy

## About this lesson

In this lecture, Yared dives into the Query Execution Engine and explore the different types of transformations in Spark SQL, specifically narrow and wide transformations. He provides examples to illustrate these concepts and discuss the importance of schema inference for performance. He also touches on how to configure clusters for optimal data processing.

## Navigation

- Previous lesson: [Introduction to Spark Day 2 Lab](https://www.dataexpert.io/lesson/introduction-to-spark-day-2-lab-jan2025-p736-l776.md)
- Next lesson: [Apache Spark Core Day 3 Lab](https://www.dataexpert.io/lesson/apache-spark-core-day-3-lab-jan2025-p736-l780.md)
