Click on Options in the main menu at the top of the page. Note that the main menu is always available no matter what you are doing.

 

Click on Change Password which is situated near the bottom of the Options page.

 

 

Enter your old password, then your new password twice for verification, then click on Change Password.

 

 

Here you can see confirmation that your password has been changed.