Related Articles
Newsletter
Join our blog
Join other Azure, Power Platform and SQL Server pros by subscribing to our blog.


-1.png)
Start with the FREE community plan and get your lifetime access to 20+ courses. Get Instant Access Now!
Need help? Talk to an expert: (904) 638-5743
Private Classes
Private deliveries of courses for groups
On-Demand Learning
Beginner to advanced classes taught by Microsoft MVPs and Authors.
Bootcamps
In-depth boot camps take you from a novice to mastery in less than a week.
Season Learning Pass
Get access to our very best training offerings for successful up-skilling.
Stream Pro Plus
Combine On-Demand Learning platform with face-to-face Virtual Mentoring.
Certification Training
Prepare and ace your next certification with CertXP.
Cheat Sheets
Quick references for when you need a little guidance.
Prag Guides
Explore our knowledge base for quick tips on syntax, functions, and more!
Downloads
Digital goodies - code samples, student files, and other must have files.
Blog
Stay up-to-date on all things Power BI, Power Apps, Microsoft 365 and Azure.
Community Discord Server
Start here for technology questions to get answers from the community.
Career Guides
Breaking into the field? Let these guides help get you started with a plan.
Nerd Guides
Summaries developed in conjunction with our Learn with the Nerds sessions.
Quickstarts
Hands-on training with expert-led collaborative development.
Private Training
Personalized approach for your specific training requirements
Hackathons
Use your own data to take your team's skills to the next level.
Virtual mentoring
Get there faster with your personal trainer.
Enablement
Comprehensive enterprise enablement training for your team.
Admin Hackathon
Tame your power platform environment.
Today I’ll wrap up my series on HDInsight with R Server. What R Server does is when you create an HDInsight cluster, you can select it as an option and it will provide data scientists, statisticians and R Programmers with on demand access to scalable and distributed methods of analytics on HDInsight.
Where it is open source, R allows you to leverage any of the 8,000+ open source packages. Because it falls in Microsoft’s big data analytics package, it includes the scale R routines. These routines provide things such as descriptive statistics, generalized linear models, logistic regression, classification and regression trees, as well as decision forests.
You can run an edge node outside of a cluster that provides a great place to connect on the cluster. You can also run your R scripts which gives the option of running parallel distributed functions. The models that are built can be downloaded for on prem use and can also be sent to Azure Machine Learning Studio for further processing and scoring.
So, why would you choose the Microsoft R Server over other options?
Many of these topics have been discussed throughout this series about the capabilities of HDInsight and what each has to offer. Looking at R, some key features are:
R Server fits within the Azure and HDInsight ecosystems, so you can use and easily integrate these technologies together, such as integrating with Azure Data Factory or Azure Data Bricks, etc.
With everything Azure, big data and data in general, Pragmatic Works is an industry leader. We love working with these technologies and teaching others about it and how to integrate it for their use cases. If you want to learn more about any of these great technologies, we’ve got a team that’s ready and excited to talk with you. Click the link below or contact us today.
ABOUT THE AUTHOR
Free Trial
private training
Newsletter
Join other Azure, Power Platform and SQL Server pros by subscribing to our blog.
Leave a comment