Measure theory is a very fun subject, but it can be very hard on beginners. The book of Royden is a wonderful book if you already have some knowledge on the subject and it's philosophy.
For complete beginners, I recommend the beautiful book "Lebesgue measure on Euclidean space" by Jones. It explain conceptually what measure theory is, and it presents a nice selection of exercises!