Billingsley, Patrick. 1995. Probability and Measure. Third. Wiley Series in Probability and Mathematical Statistics. Wiley.
Breiman, Leo. 1992. Probability. SIAM.
Chung, Kai Lai, and Farid AitSahlia. 2003. Elementary Probability Theory. Undergraduate Texts in Mathematics. Springer.
Deisenroth, Marc Peter, A. Aldo Faisal, and Cheng Soon Ong. 2020. Mathematics for Machine Learning. Cambridge University Press.
Ross, Sheldon. 2014. A First Course in Probability. Ninth. Pearson.