Udemy – dbt on Databricks 2024-11

Published on: 2024-12-25 00:20:20

Categories: 28

Description

DBT on Databricks Course. This course helps data professionals improve their data transformation skills using the DBT (data build tool) on the Databricks platform. This course teaches you how to use DBT to create manageable, modular, and testable data transformation processes, leveraging the power of Apache Spark to create scalable and efficient workflows.

While Databricks offers powerful data processing capabilities, dbt enhances the experience by providing a framework for SQL-based transformations that are version-controlled, modular, and testable. This combination leverages the power of Apache Spark for scalable workflows while maintaining cleaner, maintainable, and reusable code. This course includes dbt Cloud and dbt Core, providing learners with a variety of skills for each environment.

What you will learn in the dbt on Databricks course

Gain hands-on experience with dbt Cloud and dbt Core, including setup, coordination, and deployment in real-world scenarios.
Understand and implement DBT models, sources, and seeds in Databricks for efficient data transformations.
Learn to use Jinja functions and macros to create dynamic, reusable SQL code in DBT projects.
Master table materialization and incremental data loading to optimize data workflow and performance.
Develop comprehensive testing and documentation methods to ensure data quality and project transparency in DBT.

This course is suitable for people who:

This course is designed for Databricks developers, data engineers, and data analytics professionals who want to use DBT for efficient data transformations and increase their expertise in modern data workflows.