SPARSE Column in SQL Server

I have just learned about SPARSE columns in SQL Server. I have never used them; I've just read about it on the Internet. Can I ALTER an existing Nullable column in large transactional tables to take advantage of the SPARSE property? Would it be beneficial for space and performance?