Which airport will you be coming into?
Where will you be staying prior to your journey to Whitby?

On the assumption that you would be travelling from London to Whitby North Yorkshire lets say on Monday August 21st and returning a week later, then have a look at this train link.
London to hitby by train

You can make changes to this link for yourself.