I am a big fan of http://www.amazon.com/Probability-Computing-Randomized-Algorithms-Probabilistic/dp/0521835402/ref=sr_1_1?ie=UTF8&qid=1409098878&sr=8-1&keyword

I am a big fan of http://www.amazon.com/Probability-Computing-Randomized-Algorithms-Probabilistic/dp/0521835402/ref=sr_1_1?ie=UTF8&qid=1409098878&sr=8-1&keywords=probability+and+computing http://www.amazon.com/Probability-Computing-Randomized-Algor... . Every time it teaches a new chunk of theory it motivates and grounds it in some algorithmic application.