The textbook will be Probability and Computing: Randomized Algorithms and Probabilistic Analysis by Mitzenmacher and Upfal.
You can get it at the bookstore, on Amazon, or an electronic version available (free) via the library. I find the electronic version a bit annoying to read, so I'd encourage everyone to pick up a hard copy.