And, I don't know if you are trying to select all of the non-blank cells in the column or going down to row 10000 and selecting from there to the bottom. I'm not sure what you are going to do after you select those cells so this idea might not work for you. If there were, Excel's Control-Shift-Down wouldn't work either.

I am assuming there are no gaps in the data in a column.