2.1 Terraform Project Roadmap: Building a Real-Time Data Architecture on Azure

In this video, we introduce the architecture and roadmap for the real-world application you’ll build using Terraform on Azure. You’ll see how all the components—Resource Groups, Virtual Networks, Subnets, Network Security Groups, Virtual Machines, Data Lake, and Databricks—fit together to form a complete real-time data streaming solution with Apache Kafka. We’ll also break down the build order into logical, dependency-driven steps so you can understand not just what to create, but why the sequence matters for a smooth Terraform deployment.