Data Preprocessing
Which step should be performed before applying machine learning algorithms?
Which method helps detect outliers in a dataset?
Which feature scaling technique transforms data to have mean 0 and standard deviation 1?
Which encoding method is most appropriate for ordered categories like Small, Medium, and Large?
Which method helps reduce the number of features while keeping most of the important information?
Which technique is commonly used to handle imbalanced datasets?