I don't like my teacher and she doesn't like me? Help?

She teaches a lot of my classes, and I know for a fact that she doesn't like me. My mom really doesn't like her either. Everyone thinks she has an arrogance problem because she always belittles people and talks down to people. She's called me out in class a lot, and humiliated me if I don't do something right. I've hated all my classes that she teaches the whole entire school year. I would like the classes if I had a nice teacher, but this teacher makes me HATE my classes and dread them every day. This week we are starting finals, and she just told us last week that today we will be going over all the 17 books we read throughout the whole year, so we only had a week to reread the summaries for all those books because we had no time to reread the actual books. The rest of my class, except one girl, is like a clique, and I always feel like such an outsider. The class is very hard. It's not because I'm stupid or anything, it's because the class is college level and I'm only in the 9th grade. I know school is ending soon, but I honestly can't stand this teacher. I asked her if I could be absent for class once because I had a schedule conflict, so she called me and sent me a very rude message saying that I could not and asking how I could ever think that she would let me and blah blah. I don't know how I'm going to deal with her again. I just want to leave now instead of waiting it out for another week. >.< What do I do? I'm so intimidated by her.