A First Course in Probability - 8th Edition
This is a book for the fundamental introduction of Probability. It could be used for the high school students with Calculus skills.

An introduction book for probability with a lot of examples. Good as a starter.
Central Limited Theorem proof is not rigorous.
Introduce Markov Chain, Stochastic Process and Monte Carlo Simulation
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