This video shows how to create a K Nearest Neighbors (KNN) classification model in Python. It includes the use of StandardScalar to standardize interval or ratio data.
Python workbook available here: https://drstephpowers.github.io/BIA/
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Classification Model in Python - K Nearest Neighbors (KNN) | NatokHD