Data Preprocessing
What is the first step in preparing data for machine learning?
Which method is commonly used to identify missing values in a dataset?
Which technique is used to handle extreme outliers?
Why is feature scaling important?
Which encoding method is best for nominal categorical variables?
Which technique is widely used for handling imbalanced datasets?