Hilary and Roger discuss Stitch Fix’s massive Algorithms Tour, reproducibility from a physical scientist perspective, and interpretability in machine learning. Show notes F this: http://sgsa.stat.ucla.edu/f-this/ Interpretability is the new reproducibility: http://simplystatistics.org/2017/03/08/when-do-we-need-interpretability/ NSF Workshop on Systematic Approach to Robustness, Reliability, and Reproducibility in Scientific Research: http://www.mrsec.harvard.edu/2017NSFReliability/index.html Roger on Twitter: https://twitter.com/rdpeng Hilary on Twitter: https://twitter.com/hspter Support us through our Patreon page: https://www.patreon.com/NSSDeviations Get the Not So Standard Deviations book: https://leanpub.com/conversationsondatascience/ Subscribe to the podcast on iTunes: https://itunes.apple.com/us/podcast/not-so-standard-deviations/id1040614570 Subscribe to the podcast on Google Play: https://play.google.com/music/listen?u=0#/ps/Izfnbx6tlruojkfrvhjfdj3nmna Find past episodes: https://soundcloud.com/nssd-podcast Contact us at [email protected]