Python, Programming, Data Science, Artificial Intelligence, Machine Learning.
impute missing values with the mean value of each feature. Encoding categorical variables: The OneHotEncoder class from scikit-learn is used to perform one-hot encoding on the categorical variables. Scaling numerical features: The StandardScaler class from scikit-learn is used to standardize the