How can you build simple recommender systems with Surprise? [Amol Mavuduru]

Amol Mavuduru wrote a nice tutorial on how to build recommender systems with the Surprise Library. It should be noted, however, that Surprise is not being actively developed anymore. This is a pity, as Surprise is easy to use (I always recommend it to my students for their first experiments). As a side note, my group recently released ‘Auto-Surprise‘, an AutoML-like extension to Surprise.