Never took AP Exams in High School. Should I take them for better chances of transfer to UC Berkley?

If you do not care about the credit because you will take the corresponding college courses anyway, then it is unlikely that having AP scores will be of any use.

If you want advanced placement in something, then it may be worth taking that AP test while still in high school.