R is the most popular environment and language for statistical analyses, data mining, and machine learning. Managed and scalable version of R runs in SQL Server, Power BI, and Azure ML. The main topic of this 4-day course is the R language. However, the course also shows how to use the languages and tools available in MS BI suite for data science applications, including Python, T-SQL, Power BI, Azure ML, and Excel. The labs focus on R; the demos also show the code in other languages.
Data Science with R and SQL Server
Attendees should have basic understanding of data analysis and basic familiarity with SQL Server tools.
This seminar consists of instructor presentations and individual work during labs. During labs, the attendees use mainly the R language.
Every attendee gets a .PDF printout of all slides and all code and solutions for the demos presented and for the lab exercises.
In addition, every attendee gets an electronic version of the Data Science with SQL Server Quick Start Guide book by Dejan Sarka, Packt, 2018.
Each attendee works on a pre-prepared computer on a virtual machine with the following software pre-installed:
- SQL Server 2017 or 2019 Database Engine with ML Services (In-Database)
- AdventureWorksDW2017 demo database
- Microsoft R Client
- RStudio IDE
- SQL Server Management Studio
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