This notebook is the companian material to talks I gave at QuantCon Singapore on November 11, 2016, the "Machine Learning in Finance" event at the Columbia University Data Science Institute on April 21, 2017, and QuantCon NYC on April 29, 2017. The presentation from QuantCon NYC was recorded and the video is here.