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Theory and applications of probability and stochastic processes: e.g. central limit theorems, large deviations, stochastic differential equations, models from statistical mechanics, queuing theory.
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Textbooks to use as reference for standard calculus and probability topics
For probability you can use "Probability and Measure", by Patrick Billingsley. Another option is "A Course in Probability Theory" by Kai Lai Chung.