dbt with Databricks step-by-step training

On-demand training

Improve the productivity of your data team by transforming data with dbt on Databricks. You’ll give your analysts the tools to perform end-to-end data transformations without disrupting data engineering workflows. You’ll also unite your data science and analytics teams on a lakehouse platform that offers the best attributes of data warehouses and data lakes.

This training includes six lessons:

1. Databricks Setup: Get up and running quickly with Databricks SQL, which lets you run all your SQL and BI with up to 12 times better price/performance than traditional cloud data warehouses
2. dbt Setup: Get started with dbt Cloud by initializing your project and setting up the files and folder structure to reference raw data in Databricks
3. Transformation: Use the dbt Cloud IDE to transform your data from bronze to silver and gold models — with appropriate configurations — and discover how dbt takes care of writing DDL so you don’t have to
4. Testing & Documentation: Learn how to apply out-of-the-box tests quickly and use the built-in documentation feature for easy testing and viewing of your transformed models
5. Deployment: Using dbt Cloud’s native Git functionality and scheduling features, you’ll deploy all your work to a production environment for business stakeholders to access
6. Databricks SQL — querying and analysis: Go from data to insights faster with Databricks SQL’s built-in visualization and dashboarding tools

Sponsor: Databricks (Databricks Privacy Policy)
Co-Sponsor: dbt Labs (dbt Labs policy)