Gender classification is the process of identifying and categorizing individuals based on gender-related characteristics, often using machine learning and data analysis techniques. It is a complex task due to the diverse and non-binary nature of gender, raising ethical considerations around privacy, bias, and the reinforcement of stereotypes.