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dbt for Data Engineers
Course Introduction
Introduction (2:23)
dbt Introduction & Setup
Modern data experience (5:42)
Introduction to dbt (4:38)
Goals of this course (4:50)
Snowflake preparation (7:29)
Loading data into Snowflake (4:48)
Setup dbt Core (9:35)
Preparing the GitHub repository (3:32)
Working with dbt-Core
dbt models & materialization explained (6:16)
Creating your first sql model (5:48)
Working with custom schemas (5:28)
Creating your first python model (4:35)
dbt sources (1:55)
Configuring sources (4:03)
Working with seed files (4:20)
Tests in dbt
Generic tests (3:19)
Tests with Great Expectations (3:25)
Writing custom generic tests (2:49)
Working with dbt-Cloud
dbt cloud setup (7:25)
creating dbt jobs (5:14)
CI/CD automation with dbt cloud and GitHub (10:52)
Documenation in dbt (7:38)
Conclusion & Outlook
Conclusion (1:17)
dbt models & materialization explained
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