Native scoring is a much overlooked feature in SQL Server 2017 (available only under Windows and only on-prem), that provides scoring and predicting in pre-build and stored machine learning models in near real-time.                                                                                              Icons made by Smashicons from www.flaticon.com is licensed by CC 3.0 BY   Depending on the definition of ...

SQL Server Reporting services (SSRS) is an outstanding tool for creating, deploying and managing paginated, mobile, KPI reports as well as Power BI reports. Tool provides simple way to share and get data insights in your corporate environment. (Photo source: Microsoft docs) Using the privileges of R language to enrich ...

On every SQL community event, where there could be a cluster of sessions dedicated to BI or analytics, I would have people asking me, “which one would you recommend?” or “which one I  prefer?” So, questions about recommendation and preferences are in my opinion the hardest one. And not that ...

I wanted to check a simple query: How many times has a particular topic been presented and from how many different presenters. Sounds interesting, tackling the problem should not be a problem, just that the end numbers may vary, since there will be some text analysis included. First of all, ...

This blog post was born out of pure curiosity about the robustness of the IRIS Dataset. Biological datasets do not need to be that big in comparison to datasets of customers, consumption, stock and anything that might be volatile. When still at the university, on one occasion I can remember, ...

Recently, I got a question on one of my previous blog posts, if there is possibility to pass two queries in same run-time as an argument to external procedure sp_execute_external_script. Some of the  arguments of the procedure sp_execute_external_script are enumerated. This is valid for ...

Running *.XDF files using RevoScaleR computational functions versus have dataset available in Columnstore table or in In-Memory OLTP table will be focus of comparison for this blog post. For this test, I will use the AirLines dataset, available here. Deliberately, I have picked a sample 200 MB (of 13GB dataset) in ...

In my previous blog post, Saving input and output with sp_execute_external_script, I was exploring the possibilities how to capture the R code that external procedure sends it internally to the Launchpad.exe program.  And a blog comment by reader Bob gave me additional push to write the ...

Again I was at the point, where I needed to store and save to external file all the R code that was executed through sp_execute_external_script. Soon, you will find out several interesting things. To show the example, I will start with following example: USE [WideWorldImporters]; GO EXEC ...

Recently, I got a book by Brasilian writer  Júlio César de Mello e Souza (published under pen name Malba Tahan), titled The Man who counted. Book is a collection of mathematical stories very similar to Scheherazada’s 1001 Nights, where mathematical story-telling is the center of book.                                                In story 5“...

I was invited to deliver a session for Belgium User Group on SQL Server and R integration. After the session – which we did online using web based Citrix  – I got an interesting question: “Is it possible to use RevoScaleR performance computational functions within Power BI?“. My first answer was,  a ...

MRAN currently holds 7520 R Packages. We can see this with usage of following command (stipulating that you are using MRAN R version. ): library(tools) df_ap

Recently, I did a session at local user group in Ljubljana, Slovenija, where I introduced the new algorithms that are available with MicrosoftML package for Microsoft R Server 9.0.3. For dataset, I have used two from (still currently) running sessions from Kaggle. In the last part, I did image detection and ...

In past couple of months, I have prepared several articles on R and SQL Server that have been published on SQL Server Central. The idea was, to have couple of articles covering the introduction to R, to basics on R Server, to some practical cases on R with SQL Server. 1) ...

RevoscaleR Package for R language is  package for scalable, distributed and parallel computation, available along with Microsoft R Server (and in-Database R Services). It solves many of limitations that R language is facing when run from a client machine. RevoScaleR Package addresses several of these issues: memory based data access ...

It might happen that you will need a animated graph of any kind. For purposes of plotting demographic data and changes through the years, Google Maps and plotting maps, merging and converting jpg files into a animated gif, sure will give a nice visualization effect. Here is a sample of ...

When query execution performance analysis is to be done, there are many ways to find which queries might cause any unwanted load or cause stall on the server. By encouraging DBA community to start practicing the advantage or R Language and world of data science, I have created a demo ...

JSON has become part of the SQL Server in the same version as R. Both were very highly anticipated and awaited from the community. JSON has very powerful statements for converting to and from JSON for storing into / from SQL Server engine (FOR JSON and JSON VALUE, etc).  And since ...

Power BI Desktop enable users to use R script visual for adding custom visualization generated with R language – regardless of R package used. Before using R script visual, you will need to enable it by setting path to R Engine on your client in the global options. Once this is ...