Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Integrate Azure Synapse Analytics with Azure Data and AI services

Microsoft via Microsoft Learn

Go to class Write review

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!

Grab it

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

Tags

united states

Reviews

Start your review of Integrate Azure Synapse Analytics with Azure Data and AI services