There was a typo in the slides of the 3rd lecture - many thanks to Giannis for pointing this out. You can now download the revised version.
Note: As you may have realized, I am (cough cough!) intentionally making typos and other mistakes in the slides so you may have fun spotting them! Keep up the good work!