Yep this is preferred and better thing to do. Since both coins are on the top leading in the coin market cap so why just choose only 1?

GO for both of it and if you are not mining bitcoins anymore because its not applicable to your area, go mine for ETH.

That will just depend on how you are treating these two coins.