Use the settings button to the top right of the dashboard window to access and amend your account details.
The account window provides options to name your library, set a password, change the player colours and create categories. You can also obtain your API and Security key from here.
Click the 'Set password' button to open the change password window:
Enter your new password and confirm it and then click 'Submit'. Your password has now been changed.