How to One-Hot Encode in Pandas
One-hot encoding transforms categorical variables into a numerical format that machine learning algorithms can process. Most algorithms expect numerical input, and simply converting categories to…
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How to Label Encode in Pandas
Machine learning algorithms work with numbers, not text. When your dataset contains categorical columns like ‘color,’ ‘size,’ or ‘region,’ you need to convert these string values into numerical…
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