How do I manage my anger?

Sometimes I get really mad when my dad fusses at me or when I get in trouble and he lectures me, and I just want to SCREAM! When he's not home sometimes when I'm mad or frustrated I'll throw stuff at the wall. How do I manage my anger? No crap like beating a pillow. I tried it. Didn't work. Help!