Real-world scenario

By applying the preprocessing techniques outlined in this guide, you can:

• Impute missing incomes and remove duplicate records to create a clean dataset.


• Standardize numerical features such as income and credit scores to bring them to a uniform scale.


• Encode job titles into numerical values, allowing algorithms to interpret them

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