Test markdown

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You can write regular markdown here and Jekyll will automatically convert it to a nice webpage. I strongly encourage you to take 5 minutes to learn how to write in markdown - it’ll teach you how to transform regular text into bold/italics/headings/tables/etc. [Read More]
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Filter Spam with Machine Learning

This guide contains a very simple, yet powerful Machine Learning technique to filter the spam! Multinomial Naive Bayes with minimal preprocessing yields incredible results! I was quite amazed by it’s efficiency to learn from text. Please know, this technique is derived from Applied Text Mining in Python course by University... [Read More]

text mining - HackerNews Buzz-headlines

This project is an exploration of headlines frequency, it’s popularity. The dataset is a collection of headlines from HackerNews portal gathered for period 2006-2015. Note: to see final result scroll to the end Let’s dive into exploration of the so-called metaparameters, and find out: ​ How popularity correlates with headline... [Read More]