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Professional Azure SQL Managed Database Administration

You're reading from   Professional Azure SQL Managed Database Administration Efficiently manage and modernize data in the cloud using Azure SQL

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Product type Paperback
Published in Mar 2021
Publisher Packt
ISBN-13 9781801076524
Length 724 pages
Edition 3rd Edition
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Authors (2):
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Ahmad Osama Ahmad Osama
Author Profile Icon Ahmad Osama
Ahmad Osama
Shashikant Shakya Shashikant Shakya
Author Profile Icon Shashikant Shakya
Shashikant Shakya
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Table of Contents (14) Chapters Close

Preface 1. Introduction to Azure SQL managed databases 2. Service tiers FREE CHAPTER 3. Migration 4. Backups 5. Restoration 6. Security 7. Scalability 8. Elastic and instance pools 9. High availability and disaster recovery 10. Monitoring and tuning 11. Database features 12. App modernization Index

Machine Learning Services

Machine Learning Services was first introduced in SQL Server 2016 (on-premises) as R Services. Machine learning is now available in Azure SQL Managed Instance. It's in preview at the time of writing.

Machine Learning Services provides machine learning capabilities for Azure SQL Managed Instance and allows in-database R and Python scripts to be run for high-performance predictive analytics. Running in-database R and Python scripts uses the data in the managed instance instead of pulling the data over the network from a different source. In the absence of Machine Learning Services, you would have to set up R and Python and get the data from a remote data source for the analysis.

Machine Learning Services makes it possible to run R and Python scripts in stored procedures or T-SQL statements.

R is a programming language that's extensively used for data analysis, machine learning, and predictive analytics. R packages provide out-of-the-box methods...

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