Preprocessing categorical data in a regression problem using TensorFlow involves transforming categorical variables into numerical representations that can be used as input for a regression model. This is necessary because regression models typically require numerical inputs to make predictions. In this answer, we will discuss several techniques commonly used to preprocess categorical data in a