The closest things we have to an AI


A Data Scientist’s take on defending Machine Learning models

source: https://pasadenaweekly.com/permanent-record-is-accused-spy-edward-snowdens-defense-brief-to-the-american-people/

Introduction

I’ve recently read Edward Snowden’s Permanent Record during my holiday. I think it is a great book that I highly recommend for basically anyone, however it is particularly interesting for IT-folks for the obvious reasons. It is a great story about a guy growing up together with the internet, starts…


Support your argument with data!

source: https://assets.weforum.org/article/image/large_9M3Mr4G6HoxKpUnt1kMxQ2FOH5Z0dOy0aRWwumfWFmw.jpg


Natural Language Processing is a catchy phrase these days


Part II — Case Study

Natural Language Processing is a catchy phrase these days

This is Part 2 of a pair of tutorials on text pre-processing in python. In the first part, I laid out the theoretical foundations. In this second part, I’ll demonstrate the steps described in Part 1 in python on texts in different languages while discussing their differing effect arising from different structures of languages.

If you haven’t, you should first read Part 1!

Relevance

In the first part, I outlined text pre-processing principles based on a framework from an academic article. The underlying goal of all these techniques was to reduce text data dimensionality but keep the…


Part I — Theoretical Background


A vector map of Budapest. https://www.shutterstock.com/image-vector/black-white-vector-city-map-budapest-1035519106


A map of Budapest. Source: https://hebstreits.com/product/budapest-hungary-downtown-vector-map/


Source: https://aperiodical.com/tag/statistics/


Source: https://aperiodical.com/tag/statistics/

Mor Kapronczay

ML&NLP Engineer @ Bold360AI. Text mining and predictive statistics enthusiast.

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