Production Model Deployment • Juliet Hougland • GOTO 2018

This presentation was recorded at GOTO Chicago 2018. #gotocon #gotochgo http://gotochgo.com Juliet Hougland - Data Platform & ML Engineer at Stitchfix @juliethougland325 ABSTRACT Have you built a model you’re confident in? Great! Now, you need to put it into production. Generally, this means reliably transmitting the output of a model to another system, but people can mean a lot of things when they say deployment: data, API, or code artifact deployments. First, we will discuss how these deployment types fit into model development workflows and integrate [...] Download slides and read the full abstract here: https://gotochgo.com/2018/sessions/370 https://bsky.app/profile/gotocon.com https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.instagram.com/goto_con https://www.facebook.com/GOTOConferences #MachineLearning #DataScience #ML #JulietHougland CHANNEL MEMBERSHIP BONUS Join this channel to get early access to videos & other perks: https://www.youtube.com/channel/UCs_tLP3AiwYKwdUHpltJPuA/join Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at https://gotopia.tech Sign up for updates and specials at https://gotopia.tech/newsletter SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1