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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

Exploring and analyzing data

In a similar way, gathering data using event features can give you a rich way to a lot of system information data. Deriving from the previous sample, with the following demo, we will see how measures of a server can be used for advanced statistical analyses and how to help reduce the amount of different information, and pin-point the relevant measures. A specific database and a stage table will be created:

CREATE DATABASE ServerInfo;
GO
    
USE [ServerInfo]
GO
    
DROP TABLE IF EXISTS server_info;
GO
    
CREATE TABLE [dbo].[server_info]([XE01] [tinyint] NULL, [XE02] [tinyint] NULL,
      [XE03] [tinyint] NULL, [XE04] [tinyint] NULL, [XE05] [tinyint] NULL,
      [XE06] [tinyint] NULL, [XE07] [tinyint] NULL, [XE08] [tinyint] NULL,
      [XE09] [tinyint] NULL, [XE10] [tinyint] NULL, [XE11] [tinyint] NULL,
      [XE12] [tinyint] NULL, [XE13] [tinyint...
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