Essential guide to Impute Missing Values in a single line of Python code

Predict missing data using Random Forest and k-NN based Imputation

Satyam Kumar
Towards Data Science
4 min readAug 13, 2021

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Image by Willi Heidelbach from Pixabay

A real-world dataset often has a lot of missing records that may be caused due to data corruption or failure to record the values. To train a robust machine learning model handling of missing values is essential during the feature…

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