Alibek Jakupov
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...
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Alibek Jakupov
Jun 25, 20191 min read
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...
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Alibek Jakupov
Jun 23, 20193 min read
Machine Learning and Music : Grace and Beauty (part IV)
When the nyhtegale singes, The wodes waxen grene, Lef ant gras ant blosme springes In Averyl, Y wene ; Ant love is to myn herte...
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Alibek Jakupov
Jun 23, 20193 min read
Azure Functions : Custom Docker Configuration
There is an excellent official documentation of Microsoft explaining how to create a simple Azure Function on Python. If you create it...
2,226 views2 comments
Alibek Jakupov
Jun 22, 20193 min read
Machine Learning and Music : Grace and Beauty (part III)
I am in need of music that would flow Over my fretful, feeling fingertips, Over my bitter-tainted, trembling lips, With melody, deep,...
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Alibek Jakupov
Jun 20, 20194 min read
Machine Learning and Music : Grace and Beauty (part II)
Music to hear, why hear’st thou music sadly? Sweets with sweets war not, joy delights in joy: Why lov’st thou that which thou receiv’st...
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Alibek Jakupov
Jun 19, 20194 min read
Machine Learning and Music : Grace and Beauty (part I)
When music sounds, gone is the earth I know, And all her lovely things even lovelier grow; Her flowers in vision flame, her forest trees...
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Alibek Jakupov
Jun 18, 20192 min read
Open CV : Real-time video streaming with graphical elements
OpenCV (Open source computer vision) is a library of programming functions mainly aimed at real-time computer vision.Originally developed...
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Alibek Jakupov
Jun 17, 20192 min read
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...
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Alibek Jakupov
Jun 16, 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...
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Alibek Jakupov
May 26, 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...
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Alibek Jakupov
May 26, 20194 min read
Genetic Algorithm from scratch : Traveling salesman problem
It is paradoxical, yet true, to say, that the more we know, the more ignorant we become in the absolute sense, for it is only through...
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Alibek Jakupov
May 19, 20192 min read
Semantic similarity-based Key word extraction
This post is inspired by the Burton DeWilde's article (Intro to Automatic Keyphrase Extraction). In his post he gives an excellent...
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Alibek Jakupov
May 19, 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...
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Alibek Jakupov
May 12, 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...
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Alibek Jakupov
May 12, 20193 min read
Information Theory: Step 8 Error correction
And here we go : the ending part of our series. Here we are going to implement the error correction using Hamming code. Brief recap...
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Alibek Jakupov
May 12, 20192 min read
Information Theory: Step 7 Add noise
In this article we are going to create a simple noise generator to set up our future experiment. As we have seen before, the main goal of...
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Alibek Jakupov
May 7, 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...
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Alibek Jakupov
May 6, 20192 min read
Information Theory: Step 6 Hamming code
This article is the logical suit of the previous article devoted to error correction. The goal is create an error correction algorithm...
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Alibek Jakupov
May 6, 20192 min read
Information Theory: Step 5 Error control
Here's the 5th step of our introduction to the Information Theory. In this article we are going to cover the techniques that enable...
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