Zillow Just Gave Us A Look At Machine Learning's Future
From Vin Vashishta discussing the implosion over at Zillow:
For Data Scientists, there are several lessons. You’d better understand the science before taking on significant projects. When revenue starts getting booked against Machine Learning projects, model reliability is critical. Research methodology is essential. When revenue growth starts being built around Machine Learning capabilities, those capabilities need to be comprehensive. The body of evidence supporting core models needs to be substantial.