The title of your thread is a bit confusing. There are many "can't miss" or better said "shouldn't miss" fantasy books. But as for your specific request of something like Lord or the rings and Harry Potter, I recommend this:
http://www.goodreads.com/series/4037...les-of-prydain
And I know how you feel. Rainy season here as well o7