How can you perform data normalization on a DataFrame?

Instruction: Describe a method for normalizing column values in a DataFrame to a standard scale.

Context: This question evaluates the candidate's knowledge on data preprocessing techniques, particularly normalization, to prepare data for machine learning models or statistical analysis.