Posted here are my notes on stochastic processes (appropriate for study at the graduate level). I will update these notes regularly and put corrections in as I find them, and you can always contact me if you have corrections or comments.
You can download the notes here as one big file: (pdf, many MB).
If you use these notes for your class, please let me know!