The obvoius answers for beginners, bound to come up at some point, are:
Nancy Childress' recent book "Class field theory", Springer
David Cox's "Primes on the form $x+ny$"
Besides these the notes by Milne mentioned in the comments above is really excellent, as is the approach by Neukirch even though this is rather abstract.