• Think of a machine learning application and draw a diagram of a neural network, speculating which features the two hidden layers might detect. (see 5:31f in the 3Blue1Brown video) Bonus points if your application does not use camera/vision at all.
• What specifically caused the end of the most recent “AI winter”? What, in your opinion, could be a plausible scenario that might lead to the next “AI winter”?
• Alone or with a partner, come up with some small application that uses a neural network to do some classification or regression from numeric inputs. See the tutorial for some examples, or reach out to @gohai on Slack if you have questions!