You can change database collation from the WHM/cPanel.
1. Enter your WHM/cPanel and select phpMyAdmin.
2. Select the database you wish to manage.
3. Click on the Operations tab in the top menu of your phpMyAdmin
4. At the bottom of the page you will see the collation option. Select a collation from the drop down menu and click on the Go button.
You are all set.