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Renewable Energy sources monitoring: Part 2

Alibek Jakupov

Oct 6, 20195 min read

Renewable Energy sources monitoring: Part 2

This is the continuation of the previous article. For better understanding it is recommended to look through the earlier blog posts. Data...

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Renewable Energy sources monitoring: Part 1

Alibek Jakupov

Oct 6, 20194 min read

Renewable Energy sources monitoring: Part 1

Introduction At present there exists a great deal of GIS providing data on renewable energy on local and international level. In case of...

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Microsoft Academic Graph: practical experience, step 2

Alibek Jakupov

Sep 2, 20194 min read

Microsoft Academic Graph: practical experience, step 2

Here are the steps implemented in the previous article: Get Microsoft Academic Graph on Azure storage Set up Azure Data Lake Analytics...

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Microsoft Academic Graph: practical experience

Alibek Jakupov

Aug 30, 20194 min read

Microsoft Academic Graph: practical experience

In this article we provide a brief summary of the steps we implemented while testing Microsoft Academic Graph. Though the official...

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Comparing TCP and UDP : Learning by doing

Alibek Jakupov

Aug 25, 20194 min read

Comparing TCP and UDP : Learning by doing

Quote from Wikipedia The Transmission Control Protocol (TCP) is one of the main protocols of the Internet protocol suite. It originated...

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Visualize your deep learning model trained with Custom Vision API

Alibek Jakupov

Jul 4, 20194 min read

Visualize your deep learning model trained with Custom Vision API

Azure Custom Vision API offers an awesome possibility to train your own classifier using only several images, due to the hardest...

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Machine Learning and Music : Grace and Beauty (Ending)

Alibek Jakupov

Jun 30, 20199 min read

Machine Learning and Music : Grace and Beauty (Ending)

Her wattled fingers can’t stroke the keys with much grace or assurance anymore, and the tempo is always rubato, halting, but still that...

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Machine Learning and Music : Grace and Beauty (part VII)

Alibek Jakupov

Jun 30, 20196 min read

Machine Learning and Music : Grace and Beauty (part VII)

. 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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Machine Learning and Music : Grace and Beauty (part VI)

Alibek Jakupov

Jun 30, 20197 min read

Machine Learning and Music : Grace and Beauty (part VI)

Music, when soft voices die, Vibrates in the memory— Odours, when sweet violets sicken, Live within the sense they quicken. Percy...

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Machine Learning and Music : Grace and Beauty (part V)

Alibek Jakupov

Jun 30, 20194 min read

Machine Learning and Music : Grace and Beauty (part V)

'Twas at the royal feast for Persia won By Philip's warlike son— Aloft in awful state The godlike hero sate On his imperial throne; His...

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Machine Learning and Music : Grace and Beauty (part IV)

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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Machine Learning and Music : Grace and Beauty (part III)

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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Machine Learning and Music : Grace and Beauty (part II)

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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Machine Learning and Music : Grace and Beauty (part I)

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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Semantic similarity-based Key word extraction

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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Information Theory: Step 8 Error correction

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 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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Information Theory: Step 5 Error control

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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