Data Engineer 面试题与答案

Question: How do you handle missing or incomplete data in a dataset?

Answer: Methods to handle missing data include imputation (replacing missing values), deletion of rows or columns with missing data, or using advanced techniques like predictive modeling.

Example:

Replacing missing age values in a dataset with the mean age of the available data.