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SQL Server 2017 Machine Learning Services with R.

You're reading from  SQL Server 2017 Machine Learning Services with R.

Product type Book
Published in Feb 2018
Publisher Packt
ISBN-13 9781787283572
Pages 338 pages
Edition 1st Edition
Languages
Authors (2):
Julie Koesmarno Julie Koesmarno
Profile icon Julie Koesmarno
Tomaž Kaštrun Tomaž Kaštrun
Profile icon Tomaž Kaštrun
View More author details

Table of Contents (12) Chapters

Preface Introduction to R and SQL Server Overview of Microsoft Machine Learning Server and SQL Server Managing Machine Learning Services for SQL Server 2017 and R Data Exploration and Data Visualization RevoScaleR Package Predictive Modeling Operationalizing R Code Deploying, Managing, and Monitoring Database Solutions containing R Code Machine Learning Services with R for DBAs R and SQL Server 2016/2017 Features Extended Other Books You May Enjoy

High performance using ColumnStore and in memory OLTP

SQL Server 2016 R Services and SQL Server 2017 ML Services provide advanced analytical capabilities that can also be applied to optimized tables. In this section, we will walk you through comparisons on how to use R Services with:

  • A table with a primary key
  • A table with a clustered ColumnStore index
  • A memory-optimized table
  • A memory-optimized table with a clustered ColumnStore index
For more optimization tips and tricks with SQL Server and machine learning, visit:
https://azure.microsoft.com/en-us/blog/optimization-tips-and-tricks-on-azure-sql-server-for-machine-learning-services/

Testing rxLinMod performance on a table with a primary key

The following steps will test...

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