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Fifty Challenging Problems in Probability with Solutions (Dover Books on Mathematics)
Author: Frederick Mosteller
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try 50 Challenging Problems In Probability by Mosteller. it starts pretty basic and works up slowly to a good foundation for learning probability theory in a rigorous way using very neat problems.
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