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Microsoft

Course 40576-G: Microsoft Cloud Workshop: Azure Synapse Analytics and AI

  • Duration: 1 days
  • Job Role: Data Engineer

Course 40576-G: Microsoft Cloud Workshop: Azure Synapse Analytics and AI

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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.

Prerequisites

  • Workshop content presumes 300-level of architectural expertise of infrastructure and solutions design. We suggest students take this prerequisite prior to attending this workshop.

Course outline

Module 1: Whiteboard Design Session - Azure Synapse Analytics and AI
Module Overview

The students in this module will learn how to design end-to-end solution using Azure Synapse Analytics.

Lessons

Review the customer case study
Design a proof of concept solution
Present the solution

Lab Sessions

Not available for this module

Lab Lessons

Lab lessons not available

After completing this module, students will be able to:

Knowledge on Azure Synapse Analytics and AI Whiteboard Design Session.

Module 2: Hands-On Lab - Azure Synapse Analytics and AI
Module Overview

In this module students will learn how to build an end-to-end data analytics with machine learning solution using Azure Synapse Analytics.

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

Lab Sessions

Not available for this module

Lab Lessons

Lab lessons not available

After completing this module, students will be able to:

Knowledge on Azure Synapse Analytics and AI Hands-On Lab.

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