Visual, step-by-step curriculum for mastering DABs and Infrastructure as Code

ShamenParis — Fri, 14 Aug 2026 22:12:37 GMT

Most public GitHub repositories for Databricks are just dry code dumps. You get a massive YAML file, a basic README, and are expected to just figure it out.

When building production-grade infrastructure, engineers need to see the architecture and understand the execution flow.

That is why I open-sourced the Databricks DABs Playbook.

This isn't just a code repository; it is a visual, step-by-step curriculum for mastering DABs and Infrastructure as Code (IaC).

What’s inside?
🔹 A modular learning path: From basic multi-task jobs to advanced Master/Child pipeline orchestration.
🔹 Visual Architecture: Every single lesson starts with a whiteboard diagram explaining what we are building before we write a line of code.
🔹 Enterprise Patterns: Dynamic variable lookups, native dbt execution, conditional routing, and automated SQL alerts.

If you are a Data Engineer looking to master declarative infrastructure on Databricks, clone the repo and walk through the modules.

🔗 Find the link below! (If you find it valuable, I’d appreciate a ⭐ on GitHub!)
https://github.com/ShamenParis/databricks-dabs-playbook

Re: Visual, step-by-step curriculum for mastering DABs and Infrastructure as Code

bijilsubhash — Sat, 22 Aug 2026 05:33:09 GMT

Super useful stuff!! Thanks @ShamenParis

Re: Visual, step-by-step curriculum for mastering DABs and Infrastructure as Code

cartergray70543 — Sun, 23 Aug 2026 04:49:47 GMT

Great resource—visual architecture and real-world DABs examples make this much easier to learn and apply in production.

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Visual, step-by-step curriculum for mastering DABs and Infrastructure as Code

Re: Visual, step-by-step curriculum for mastering DABs and Infrastructure as Code

Re: Visual, step-by-step curriculum for mastering DABs and Infrastructure as Code