dbt Fundamentals
The analytics-engineering standard. Learn dbt the way you'll actually use it in production: models, ref(), tests, snapshots, incremental, macros, packages, and CI/CD. Six hands-on cases mirroring real Shopify / Stripe / event-data projects. The natural next course after Data Modeling & Warehousing Fundamentals.
3 weeks
4 modules, 32 lessons
2
~7 hours
100% Free Structured Micro Course
All video lessons, coding exercises, and quizzes are completely free with zero gatekeeping. Start learning right away!
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Course Curriculum
dbt Foundations: What and WhyFREE PREVIEW
Why dbt exists, what it solves, the project structure, models, and the ref() function that wires everything into a DAG. The mental model before the syntax.
Building a Real dbt ProjectFREE PREVIEW
Sources, staging, materializations (view/table/incremental/ephemeral), incremental patterns, tests, and documentation. Everything you need to ship a project to production.
Advanced dbtFREE PREVIEW
Macros and Jinja, snapshots (dbt's Type 2 SCDs), the package ecosystem (dbt_utils and friends), and production concerns — CI/CD, environments, scheduling.
Enterprise Quality, CI/CD & CapstonesFREE PREVIEW
Production capstone projects: auditing an untested project with schema & singular test suites, and architecting an automated GitHub Actions CI/CD pipeline with Slim CI and ephemeral PR environments.
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All videos, lessons, and practice exercises are 100% free with zero gatekeeping. Start learning immediately, or enroll with the ₹99 Verified Certificate Pass.