How to rename the columns in the dataset in tableau?

You can clear the aliasing to remove it. This can be done from the data pane and either you can remove aliasing from one value or even from all the values of the columns. The value for which aliasing has been made, you will find * over there. Just click on clear to remove all the aliasing from that column.