predictive analytics in R script or Azure ML

Hello there

Am a  newbie to preditive analytics world.

I wonder now that we can run R script as part of ETL within Power BI. How does this give pros and cons if say I want to run general linear regression or random forest using R script comparing to azure ml -anyone has had compared the accuracy of results in both approaches?

Please can you share your views?

Thank you