I really want to move in with my dad.
Is there a reason behind you wanting to move in with your dad?
I want to be at the same place with my dad since I'm old enough now.
If you want to live with your a parent, it's okay for you to do so as long as you have their permission. It can be good to live with family since you can help them out and share household expenses.
I don't need to talk with my mom. I just want to live with my dad without any bullshit.
Since you said you are old enough to choose who to live with I think you need to tell both your parents. You need to make sure that your dad also has the capacity to house and provide for you.