# Tech Talk - Joe

> Joe discusses the evolving landscape of data engineering, emphasizing the importance of data modeling and the integration of AI and machine learning. He highlights the shift left phenomenon, where data engineers are increasingly adopting software engineering practices, and vice versa. This session…

- Web page: https://www.dataexpert.io/lesson/tech-talk-joe-may2025
- Program: [Spring Data Engineering Boot Camp Starting May 26th, 2025](https://www.dataexpert.io/program/spring-data-engineering-boot-camp-starting-march-10th-6262)
- Access: Requires enrollment in Spring Data Engineering Boot Camp Starting May 26th, 2025
- Skills: Data Modeling, Statistics, Apache Iceberg
- Academy: DataExpert.io Academy

## About this lesson

Joe discusses the evolving landscape of data engineering, emphasizing the importance of data modeling and the integration of AI and machine learning. He highlights the shift left phenomenon, where data engineers are increasingly adopting software engineering practices, and vice versa. This session benefits aspiring data engineers and industry professionals looking to understand the future of data modeling, the significance of multimodal data, and the convergence of various engineering disciplines in a rapidly changing environment.

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