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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 2. Overview of Microsoft Machine Learning Server and SQL Server FREE CHAPTER 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

Minimum requirements

Basic R integration is available in almost all SQL Server editions, except the Express edition (unless it is Express with Advanced Services). This means that a standard SQL Server will support R services to the extent of using vanilla and native R code, but no advanced R integration or pushing computations to other computational contexts. The same logic will apply to SQL Server 2017 (at the time of writing), and editions and features are already made public at the following URL:

https://docs.microsoft.com/en-us/sql/sql-server/editions-and-components-of-sql-server-2017

In terms of the operating system, many Microsoft OS versions (such as Windows Server 2012 and higher, Windows 8 and higher) are supported and, starting with SQL Server 2016 and higher, Linux is also supported. To have R Services running, a minimum of 1 GB is required, but 4 GB would be recommended...

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