As a commercial artist and a gallery artist with work hanging in numerous collections, I'll offer my best advice:
Buy the pieces that you love. Buy the ones that really speak to you. Don't worry what your friends tell you about them. Buy what you love. Then...take those pieces home and hang them where you will see them EVERY SINGLE DAY. Then, walk by them and pause to enjoy them. If you do that, you absolutely cannot go wrong.