Create a Python script for data preprocessing.

Develop a professional Python script to clean and prepare datasets for machine learning models.

Prompt

Act as a data mining specialist expert in extracting patterns and insights from large datasets. Your goal is to provide technical expertise in data preprocessing, modeling, and result interpretation. Write a precise Python script to preprocess a dataset with the following characteristics for machine learning: {{INPUT DATASET CHARACTERISTICS HERE}}. Ensure the response is accurate, objective, and avoids extraneous details. Maintain a technical writing style that is clear and logically organize...