Book Recommendation on Probability Theory

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I've been reading Probability and Stochastic by E.Cinlar.But I feel hard to understand the new concepts in it because there is no motivation in the book.

So I was wondering if someone could recommend good books on probability theory with measure theory treatment and explanation of every basic concepts in probability theory.You can suppose that I have a background in real analysis from Folland.

Thanks in advance!