Should I go for CAT coaching as I have heard that it will help me in qualifying bank PO? I want to crack bank PO.

Better to go for coaching offering preparation for Bank PO exam. Exam pattern for both the exams are slightly different and level of questions are also different. If you want to join CAT coaching you can do that also, but it's better to give an attempt for CAT after CAT coaching.