# Advanced pipelines: Blue-green and WAP with Airflow Lecture

> In this lecture,Bruno delves into the intricacies of DBT pipelines, focusing on structuring pipelines, selecting project components, and understanding downstream dependencies. He explains the importance of organizing models in folders for efficient maintenance and debugging. Additionally, he highli…

- Web page: https://www.dataexpert.io/lesson/advanced-pipelines-blue-green-and-wap-with-airflow-lecture
- Program: [Analytics Engineering Boot Camp starting October 2024](https://www.dataexpert.io/program/analytics-engineering-boot-camp)
- Module: Advanced dbt
- Access: Requires enrollment in Analytics Engineering Boot Camp starting October 2024
- Length: 26 min video
- Skills: MLOps, ETL/ELT, Airflow, dbt, CI/CD
- Academy: DataExpert.io Academy

## About this lesson

In this lecture,Bruno delves into the intricacies of DBT pipelines, focusing on structuring pipelines, selecting project components, and understanding downstream dependencies. He explains the importance of organizing models in folders for efficient maintenance and debugging. Additionally, he highlights the significance of manifest files in tracking model changes and ensuring data integrity.

## Navigation

- Previous lesson: [Advanced dbt: Understanding incremental models Lab](https://www.dataexpert.io/lesson/advanced-dbt-understanding-incremental-models-lab.md)
- Next lesson: [Advanced pipelines: Blue-green and WAP with Airflow Lab](https://www.dataexpert.io/lesson/advanced-pipelines-blue-green-and-wap-with-airflow-lab.md)