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@@ -462,6 +462,7 @@ It's a great way to learn.
 * [**Python**: _Stock Market Predictions with LSTM in Python_](https://www.datacamp.com/community/tutorials/lstm-python-stock-market)
 * [**Python**: _Building a simple Generative Adversarial Network (GAN) using Tensorflow_](https://blog.paperspace.com/implementing-gans-in-tensorflow/)
 * [**Python**: _Learn ML Algorithms by coding: Decision Trees_](https://lethalbrains.com/learn-ml-algorithms-by-coding-decision-trees-439ac503c9a4)
+* [**Python**: _Build K-means clustering algorithm from scratch_](https://pub.towardsai.net/k-means-clustering-from-scratch-efd629435987)
 * [**Python**: _JSON Decoding Algorithm_](https://github.com/cheery/json-algorithm)
 * [**Python**: _Build your own Git plugin with python_](https://joshburns-xyz.vercel.app/posts/build-your-own-git-plugin)
 * [**Ruby**: _A Pedometer in the Real World_](http://aosabook.org/en/500L/a-pedometer-in-the-real-world.html)