Accelerating Machine Learning DevOps with Kubeflow • Derek Ferguson • GOTO 2019

This presentation was recorded at GOTO Chicago 2019. #GOTOcon #GOTOchgo http://gotochgo.com Derek Ferguson - Head of Engineering at JP Morgan Chase ABSTRACT Kubeflow is an exciting new technology for enabling data scientists and software engineers to move their models smoothly from development through training and into Production with the same ease that we have come to expect from DevOps technologies on other platforms. In this session, Derek Ferguson, Head of Engineering for JP Morgan Chase's Commercial Bank, will provide a quick tour of this exciting new technology and impart the skills needed to get your machine learning tasks up-and-running on the Kubernetes cluster [...] Download slides and read the full abstract here: https://gotochgo.com/2019/sessions/837 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/GOTOchgo https://www.linkedin.com/company/goto- https://www.facebook.com/GOTOConference #MachineLearning #ML #DevOps #Kubeflow #DataScience #kubernetes #k8s Looking for a unique learning experience? Attend the next GOTO Conference near you! Get your ticket at http://gotocon.com SUBSCRIBE TO OUR CHANNEL - new videos posted almost daily. https://www.youtube.com/user/GotoConferences/?sub_confirmation=1