Towards Data Science

Your home for data science. A Medium publication sharing concepts, ideas and codes.

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TDS Editors

Sharing concepts, ideas, and codes.

Ben Huberman

Editor in Chief, Towards Data Science. Previously: Editorial lead, Automattic & Senior Editor, Longreads.

Anne Bonner

Founder/CEO of Content Simplicity (, Contract Deputy Editor of Towards Data Science.

Elliot Gunn

Data + Editorial @ TDS. Prev @ C4ADS (data science intern), Global Strategy Lab (research fellow). @elliot_j_g for tweets on data, writing, econs, tech!

Caitlin Kindig

Editor at Towards Data Science, she/her

Ludovic Benistant

Editor and curator at Towards Data Science

Latest Posts

Similarity Metrics in NLP

Euclidean distance, dot product, and cosine similarity

Building A Simple ETL With SAYN

Discover SAYN with a simple ETL example translating jokes into Yodish.

A Simple And Intuitive Guide to Regular Expressions

Easily extract information from any text.

Tracking Keyword Trends on Google Search with Pytrends

Gathering historical data with just a few lines of code!

How to detect outliers with Python pyod

A quick tutorial on the usage of the pyod library.

Why I Stopped Applying For Data Science Jobs

And Why You Should Consider Following Suit

What does your AI want?

Ryan Carey on the quest to understand the incentives of AI systems

Zero-Inflated Regression

Teach your regressor how to output zero.

Explaining BERT Simply Using Sketches

BERT introduced by Google in 2018 was one of the most influential papers for NLP. But it is still hard to understand.

Master Machine Learning: Random Forest From Scratch With Python

Machine Learning can be easy and intuitive — here’s a complete from-scratch guide to Random Forest.


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