I have a feeling you're issue is from the file your trying to upload, the tutorial you followed worked properly and it should have worked for you. Your HTML form was not updated to process this script either on your server as an FYI.
You will need to edit PHP.INI and change those two parameters:
upload_max_filesize = 500M
post_max_size = 500M
... for a maximum upload filesize of 500MB, to make sure the filesize is allowed by the server.
This behavior explains why the index is not found.