The conversation between human and AI assistant.
How can I convert categorical data to continuous data?
That sounds like it could work. Is there anything else I should consider when using dummy variables?
Yes, it is important to remember that using too many dummy variables can lead to overfitting and inaccuracies in your model. You also need to be careful about the reference category you choose when creating your dummy variable set, as this can affect your interpretation of model coefficients.