Yes you can. Only Global Admins can make this change. From the Home page of the Adminstration Dashboard. > Click the "Administration" section. > then Click the "Site Settings" icon.
Under the General Settings header you will see a dropdown called "Admin Theme". Here you can select the color for the navigation bars and theme.