I absolutely love David Barber's book (BRML). It is available here - http://web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=...

I'm inclined towards Machine Learning and hence the bias. Not sure if this would cover the statistics parts but I think at least the fundamentals are the same.