A 5-minute Python lesson:

How To Simulate and Visualize The Birthday Paradox Using Python

Improve your understanding of probability through coding

Eric Kleppen
Level Up Coding
Published in
6 min readMay 26, 2022

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Girl blowing out birthday candles
Photo by Jorge Ibanez on Unsplash

What is the Birthday Paradox?

The other day at work, one of my coworkers came in with treats in celebration of his birthday. As we all gathered around…

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