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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

Summary

Using SQL Server R for any kind of DBA task, as we have seen here, it is not always hardcore statistics or predictive analytics; we might also be some simple statistical understanding underlying the connection and relationships between the attribute's queries, gathered statistics, and indexes. Prognosing and predicting, for example, information from execution plans in order to prepare a better understanding of the query of cover missing index, is a crucial point. Parameter sniffing or a cardinality estimator would also be a great task to tackle along the usual statistics.

But we have seen that predicting events that are usually only monitored can be a huge advantage for a DBA and a very welcome feature for core systems.

With R integration into SQL Server, such daily, weekly, or monthly tasks can be automated to different, before not uses yet, extent. And as such,...

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