One Does Not Simply Put Machine Learning Into Production • Henrik Brink • GOTO 2017

This presentation was recorded at GOTO Copenhagen 2017 http://gotocph.com Henrik Brink - Author of "Real-World Machine Learning" ABSTRACT When deciding to infuse existing products with machine-learning smarts, or building ML-first products, there are multiple challenges to be aware of. First, you and your organization need to understand important dimensions -- accuracy, cost, maintainability, interpretability -- and trade-offs between them. Second, several technical challenges present [...] Download slides and read the full abstract here: https://gotocph.com/2017/sessions/150 RECOMMENDED BOOKS Holden Karau, Trevor Grant, Boris Lublinsky, Richard Liu & Ilan Filonenko • Kubeflow for Machine Learning • https://amzn.to/3JVngcx Phil Winder • Reinforcement Learning • https://amzn.to/3t1S1VZ Kelleher & Tierney • Data Science (The MIT Press Essential Knowledge series) • https://amzn.to/3AQmIRg Lakshmanan, Robinson & Munn • Machine Learning Design Patterns • https://amzn.to/2ZD7t0x Lakshmanan, Görner & Gillard • Practical Machine Learning for Computer Vision • https://amzn.to/3m9HNjP Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow • https://amzn.to/2XZaQy8 https://twitter.com/GOTOcon https://www.linkedin.com/company/goto- https://www.facebook.com/GOTOConferences #DataScience #ML #AI #HenrikBrink 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