If you’d like to change your password all you have to do is follow My Account → Profile → Login and Security and edit your password. Once your new password is saved, you can use it to log in from now on.
Security measures: Once a password is changed, an email will be sent to the registered email of the account. In case you receive that email while you didn't change your password, you can follow the link within the email to reset the password anew.