Azure OCR with PDF files

Azure OCR is an excellent tool allowing to extract text from an image by API calls. Azure's Computer Vision service provides developers...

Azure Functions + Docker + PyODBC

In one of our previous articles we explained how to create an Azure Function with Docker Image. However installing PyODBC may turn out to...

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...

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...

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...

LDA automatic labeling

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