Data Science

This is a cheatsheet article with steps on data preprocessing required for deep learning endeavors. [Read More]

Heres is a nice tutorial on how to build a website with github pages, I’ve posted on Medium. Here is the link.

A comprehensive Ethereum Smart Contract tutorial I’ve posted sometime ago on Medium. Here is the link.

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]

This Notebook focuses on NLP techniques combined with Keras-built Neural Networks. The idea is to complete end-to-end project and to understand best approaches to text processing with Neural Networks by myself on practice. The tutorial provides vivid understanding of how to prepare the data for a Neural Network with Keras... [Read More]

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]

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]