Reading assignment:
A good, and thorough, review of concepts from probability and statistics that show up in bioinformatics was compiled by Chris Burge and colleagues and can be found here. Also, take a look at this enjoyable review by Pavel Pevzner, describing why a biologist needs to know a little about probability and algorithms, and vice versa.