Transformation, testing & deployment
dbt syllabus
Build, test, document and deploy transformation models on Snowflake with dbt Cloud and GitHub — through incremental models, snapshots and scheduled jobs.
- Modules
- 20
- Topics
- 60
- Weeks
- 16
Modules
- 01Introduction to dbt
- 02Snowflake & dbt Cloud Setup
- 03Project Structure & GitHub Integration
- 04Sources & Source Freshness
- 05Models & Data Lineage
- 06Materializations
- 07Model Configuration
- 08Seeds, Commands & Model Selection
- 09Data Testing & Quality
- 10Documentation
- 11Jinja & Variables
- 12Macros
- 13Packages
- 14Incremental Models
- 15Full Refresh
- 16Snapshots & Historical Tracking
- 17Hooks
- 18Deployment & Job Scheduling
- 19Monitoring & CI/CD Fundamentals
- 20Project Preparation & Interview Scenarios
- + 12 more modules
See all 60 topics in this courseFree — just share where to send course updates.
Where you'll use it
Project 1
ADF → Snowflake → dbt → Airflow
Project 2
Fivetran → Snowflake → dbt → Airflow
Learn dbt on real projects
Live weekend classes, recordings, labs and mock interviews with Sharukh Sir.