40576-G: Microsoft Cloud Workshop: Azure Synapse Analytics and AI
Learn to design an end-to-end solution using Azure Synapse Analytics in a hands-on workshop
Course Description
In this whiteboard design session, you will work in a group to look at the process of designing an end-to-end solution using Azure Synapse Analytics. The design session will cover data loading, data preparation, data transformation and data serving, along with performing machine learning and handling of both batch and real-time data.
Audience Profile
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.
What Will You Learn?
Module 1: Whiteboard Design Session - Azure Synapse Analytics and AI
Lessons
- Review the customer case study
- Design a proof of concept solution
- Present the solution
Module 2: Hands-On Lab - Azure Synapse Analytics and AI
Lessons
- Accessing the Azure Synapse Analytics workspace
- Create and populate the supporting tables in the SQL Pool
- Exploring raw parquet
- Exploring raw text based data with Azure Synapse SQL Serverless
- Synapse Pipelines and Cognitive Search
- Security
- Machine Learning
- Monitoring