This lecture wraps up the class with advice on how to build machine learning based systems
Lecture
Links and resources
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A Few Useful Things to Know about Machine Learning, Pedro Domingos. 2012.
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Classifier Technology and the Illusion of Progress, David Hand. 2006.
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Machine Learning: The High Interest Credit Card of Technical Debt D. Sculley, Gary Holt, Daniel Golovin, Eugene Davydov, Todd Phillips, Dietmar Ebner, Vinay Chaudhary, Michael Young. 2014.
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The Discipline of Machine Learning, Tom Mitchell. 2006.
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Machine Learning that Matters, Kiri Wagstaff. 2012.