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Integrate Azure Synapse Analytics with Azure Data and AI services

Microsoft via Microsoft Learn

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Overview

Module 1: Build reports using Power BI within Azure Synapse Analytics

In this module, you will:

Describe the Power BI and Synapse workspace integration
Understand Power BI data sources
Describe optimization options
Visualize data with serverless SQL pools

Module 2: Integrate machine learning within Azure Synapse Analytics

In this module, you will:

Describe Azure Machine Learning and how it integrates with an Azure Synapse Analytics workspace
Describe Azure Machine Learning AutoML
Understand how to score machine learning models with PREDICT

Syllabus

Module 1: Build reports using Power BI within Azure Synapse Analytics

Introduction
Describe the Power BI and Synapse workspace integration
Exercise - Connect to Power BI from Synapse
Understand Power BI data sources
Exercise - Create a new data source to use in Power BI
Exercise - Create a new Power BI report in Synapse Studio
Describe Power BI optimization options
Exercise - Improve performance with materialized views and result-set caching
Visualize data with serverless SQL pools
Knowledge check
Summary

Module 2: Integrate machine learning within Azure Synapse Analytics

Introduction
Describe Azure Machine Learning and how it integrates with an Azure Synapse Analytics workspace
Exercise - Create an Azure Machine Learning linked service
Describe Azure Machine Learning AutoML
Exercise - Trigger an AutoML experiment using data from a Spark table
Understand how to score machine learning models with PREDICT
Exercise - Enrich data using trained models with the PREDICT function
Knowledge check
Summary

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