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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
Apr 29, 20192 min read
Information Theory: Step 3 Huffman Algorithm
Prefix codes Prefix codes (sometimes called "prefix-free codes“) is a type of code system (typically a variable-length code)...
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Alibek Jakupov
Apr 29, 20191 min read
Information Theory: Step 2 Entropy
This is the second article from the series of short articles devoted to the Information Theory. Conditional Entropy Conditional entropy...
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Alibek Jakupov
Apr 29, 20193 min read
Information Theory: Step 1 Probability
Introduction This article is the first part of a series of articles devoted to the study of the Information Theory, step by step. In this...
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Alibek Jakupov
Apr 17, 20193 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...
188 views0 comments
Alibek Jakupov
Feb 27, 20191 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...
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Alibek Jakupov
Feb 27, 20192 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...
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Alibek Jakupov
Feb 21, 20193 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...
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Alibek Jakupov
Feb 10, 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...
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