There may be other ways, but this is one of the ways to remove the credit card information.
1. Goto Settings
2. Click on iTunes & App Stores
3. Click on Apple ID: email@example.com
4. In the Pop up, click View Apple ID
5. In the Account Settings, click Payment Information
6. Under Payment Type, Choose None
7. Click Done.
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