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SQL Server 2017 Machine Learning Services with R

You're reading from   SQL Server 2017 Machine Learning Services with R Data exploration, modeling, and advanced analytics

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Product type Paperback
Published in Feb 2018
Publisher Packt
ISBN-13 9781787283572
Length 338 pages
Edition 1st Edition
Languages
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Authors (2):
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Julie Koesmarno Julie Koesmarno
Author Profile Icon Julie Koesmarno
Julie Koesmarno
Toma≈æ Ka≈°trun Kaštrun Toma≈æ Ka≈°trun Kaštrun
Author Profile Icon Toma≈æ Ka≈°trun Kaštrun
Toma≈æ Ka≈°trun Kaštrun
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Table of Contents (12) Chapters Close

Preface 1. Introduction to R and SQL Server FREE CHAPTER 2. Overview of Microsoft Machine Learning Server and SQL Server 3. Managing Machine Learning Services for SQL Server 2017 and R 4. Data Exploration and Data Visualization 5. RevoScaleR Package 6. Predictive Modeling 7. Operationalizing R Code 8. Deploying, Managing, and Monitoring Database Solutions containing R Code 9. Machine Learning Services with R for DBAs 10. R and SQL Server 2016/2017 Features Extended 11. Other Books You May Enjoy

Managing Machine Learning Services for SQL Server 2017 and R

This chapter will tackle managing R Services and the steps necessary to get R Services running from a SQL Server database. In detail, this chapter will cover the following topics:

  • Installing SQL Server with R services
  • Configuring the environment and installing R Tools for Visual Studio (RTVS)
  • Resource Governor
  • Security
  • Sessions and logs
  • Installing new R packages
  • Managing SQL Server R services with PowerShell
  • Getting to know the sp_execute_external_script external procedure

With SQL Server 2017 installation, configuration, and setting up the working environment aren't that much different, compared with how SQL Server 2016 operated when R was originally introduced. If there are differences between the versions, they will be pointed out.

Installing SQL Server with machine learning R Services using SQL Server 2016...

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