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Azure Machine Learning Web Services: Send array data
One great advantage of Azure Machine Learning studio is the ability to easily deploy your trained model as a web service. Set Up For...

Alibek Jakupov
Jun 17, 20192 min read


Azure Machine Learning Studio: SMOTE with multi class data
Oversampling and undersampling in data analysis are techniques used to adjust the class distribution of a data set (i.e. the ratio...

Alibek Jakupov
Jun 16, 20192 min read


Connect your Unity project to the MS Sql Server
What if you want to connect your unity project and connect it to your database. For instance, you have a set of users and a set of skills...

Alibek Jakupov
May 26, 20192 min read


SMOTE on Azure ML Studio
How often we have a fully normalized dataset with almost equal number of instances per class? In a real-world cases with data collected...

Alibek Jakupov
May 19, 20192 min read


SMOTE Memory Error: Tips and tricks
If you are reading this article then you have probably already faced this issue while running your oversampling experiment. Here I share...

Alibek Jakupov
May 12, 20192 min read


Install Polyglot on Windows
There is a strong debate on the issue of usefulness/uselessness of Windows for datascience. While the majority of Python packages work...

Alibek Jakupov
May 7, 20192 min read


Script automation using Power BI and Azure Machine Learning Studio
There are plenty of usage scenarios when a data scientist wants his scripts (written in Python or R) to be executed automatically. One...

Alibek Jakupov
Apr 17, 20193 min read


LDA automatic labeling
As topic modeling has increasingly attracted interest from researchers there exists plenty of algorithms that produce a distribution over...

Alibek Jakupov
Mar 19, 20192 min read


Customizing your Azure ML environment. Episode 2 : A New Hope
Install Python packages This article is the logical suite of my previous article describing installing custom r packages on Azure...

Alibek Jakupov
Feb 27, 20191 min read


Customizing your Azure ML environment: The Force Awakens
Install R packages There are plenty of the docs on the internet explaining how to install custom R packages in Azure ML Studio. For...

Alibek Jakupov
Feb 27, 20192 min read


API SNCF + Power BI Real Time: better together
As we rush, as we rush in the Train, The trees and the houses go wheeling back, But the starry heavens above the plain Come flying on our...

Alibek Jakupov
Feb 21, 20193 min read


LDA on Azure ML Studio: Harder, Better, Faster, Stronger
As topic modeling has increasingly attracted interest from researchers there exists plenty of algorithms that produce a distribution over...

Alibek Jakupov
Feb 10, 20193 min read


Azure ML Studio + CORS: Security vs Flexibility
“It takes 20 years to build a reputation and few minutes of cyber-incident to ruin it.” Stephane Nappo, Global Head Information Security...

Alibek Jakupov
Feb 10, 20192 min read
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