Analytics Engineering with dbt Masterclass
0 of 18 lessons complete (0%)
Exit Course
Stage One — The Analytics Engineering Discipline
Where the Role Sits and Why It Exists
Preview
Project Anatomy and How the Tooling Works
Environments and Development Safety
3 lessons
Stage Two — Structure and the Staging Layer
Sources and Declaring Your Raw Data
Staging Models and Their Rules
Directory Layout and the Intermediate Layer
3 lessons
Stage Three — Modelling the Business
Dimensional Modelling for Marts
Slowly Changing Dimensions and History
Macros Reuse and Avoiding Cleverness
3 lessons
Stage Four — Testing and Documentation
Tests That Catch Real Problems
Documentation as Part of the Model
Code Review and Working as a Team
3 lessons
Stage Five — Incremental Models and Performance
When and How to Go Incremental
Query Performance and Warehouse Cost
Handling Change in Sources and Schema
3 lessons
Stage Six — Deployment Orchestration and Career
Continuous Integration for Analytics
Scheduling Monitoring and Failure Handling
2 lessons
Building the Portfolio and Moving Into the Role
Stage Two — Structure and the Staging Layer
Staging Models and Their Rules
You don’t have access to this lesson
Please register or sign in to access the course content.
Take course
Sign in
Previous
Next