Introduzione

In this workshop, you will learn how to use advanced features of the managed PostgreSQL PaaS service on Azure to make your database more scalable and able to handle the rapid ingest of streaming data while simultaneously generating and serving pre-aggregated data for reports. You will design a resilient stream processing pipeline to ingest, process, and save real-time data to Postgres. Next, you will learn how to explore and gain insights from flat files at scale, perform aggregates, and save the valuable information to your database. Finally, you will create complex reports containing advanced visualizations, using a drag-and-drop interface, and use them to build a customizable dashboard that gets updated in real-time.

This workshop is intended for Cloud Architects and IT professionals who have architectural expertise of infrastructure and solutions design in cloud technologies and want to learn more about Azure and Azure services as described in the ‘About this Course’ and ‘At Course Completion’ areas. Those attending this workshop should also be experienced in other non-Microsoft cloud technologies, meet the course prerequisites, and want to cross-train on Azure.

Obiettivi del corso

At the end of this workshop, you will be better able to:

Implement a highly scalable, managed open source database solution.

Ensure that it can handle real-time, roll-up and serve data for advanced visualizations.

Struttura del Corso

MODULE 1: Whiteboard Design Session - Real-time data with Azure Database for PostgreSQL Hyperscale

Lessons

Review the customer case study

Design a proof of concept solution

Present the solution

MODULE 2: Hands-on Lab - Real-time data with Azure Database for PostgreSQL Hyperscale

Lessons

Connect to and set up your database

Add secrets to Key Vault and configure Azure Databricks

Send clickstream data to Kafka and process it in real time

Rollup real-time data in PostgreSQL

Create advanced visualizations in Power BI