I did a search on "The A Word" and Keswick and found loads of articles about the filming of the show.
Nobody says exactly where the cottage is, but I suppose if it is a private house (or even a holiday home) they don't want loads of people going there and finding it.
This article says filming was in Keswick and Coniston