It's a fair old walk, although I guess you could go through Westfield
on the way (or you can walk along the south side of it without
venturing in). But I'd get the tube from SB to WC.

Fair old walk from Shephard's Bush to White City? You can walk it faster
than getting the Central line to go one stop.