To change your password in current versions:
In the Admin Panel menu, go to USERS
Click on your username in the list to edit
In the Edit User screen, scroll down to the New Password section and type in a new password in the two boxes
provided. The strength box will show how good (strong) your password is.
Click the UPDATE PROFILE button
It will takes effect immediately.