Decision Tree and Random Forest from Scratch

Comprehensive layman introduction to the Decision Tree and Random Forest algorithm

Tan Pengshi Alvin
Towards Data Science
11 min readJan 11, 2022

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Image by Evgeni Tcherkasski on Unsplash

Decision Tree and Random Forest are probably one of the most classic algorithms in the world of machine learning. In this tutorial, we will take you, the reader, on a stroll in the park to appreciate the beauty of the algorithm behind these majestic…

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Data Scientist, AI and Software Engineer @SG. Shares simple codes, technical Data Science concepts and ideas. LinkedIn: https://www.linkedin.com/in/tanpengshi/