Machine Learning The High Interest Credit Card of Technical Debt Google (431

Machine Learning: The High-Interest Credit Card of Technical DebtD. Sculley, Gary Holt, Daniel Golovin, Eugene Davydov, Todd Phillips, Dietmar Ebner, Vinay Chaudhary, Michael Young{dsculley,gholt,dgg,edavydov}@google.com {toddphillips,ebner,vchaudhary,mwyoung}@google.comGoogle, IncAbstractMachine learning offers a fantastically powerful toolkit for building complex sys- tems quickly. This paper argues that it is dangerous to thinkof these quick wins as coming for free. Using the framework oftech