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SQL Server Machine Learning Services: R
.MP4, AVC, 1280x720, 30 fps | English, AAC, 2 Ch | 2h 11m | 266 MB
Instructor: Adam Wilbert
SQL Server now includes support for direct execution of R code. This integration allows complex data science analyses to be performed quickly in a secure environment, without having to export data sets first. In this course, database expert Adam Wilbert walks through the steps of enabling the required components-including Machine Learning Services for R-and writing basic R scripts. He also shows how to retrieve and work with data stored in SQL Server tables, create data visualizations with external R libraries, and package scripts as stored procedures. At the end of the course, traditional SQL Server users will be able to dive deeper into using R and traditional R developers will be able to take advantage of using SQL Server as the source of data to create higher-performing analyses.
Topics include:
Installing Machine Learning Services
Writing your first R script
Importing data
Querying data
Outputting data to a result set
Creating a data frame
Creating SQL stored procedures from R scripts
Producing graphs, Descriptions, and charts
Creating an external data science client
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