Kubeflow for Machine Learning • Holden Karau & Adi Polak

This interview was recorded for the GOTO Book Club. gotopia.tech/bookclub (http://gotopia.tech/bookclub) Read the full transcription of the interview here (https://gotopia.tech/bookclub/episodes/kubeflow-for-machine-learning) Holden Karau (https://twitter.com/holdenkarau) - Co-Author of "Kubeflow for Machine Learning" & Open Source Engineer at Netflix Adi Polak (https://twitter.com/AdiPolak) - VP of Developer Experience at Treeverse & Contributing to lakeFS OSS DESCRIPTION Machine Learning has been declared dead several times but that’s far from true. Join Adi Polak, vice president of developer experience at Treeverse, and Holden Karau, open source engineer at Netflix, in their conversation about Kubeflow and how it provides better tooling in the ML space. The discussion touches on Holden’s book “Kubeflow for Machine Learning (https://amzn.to/3JVngcx) ” and expands to cover the worlds of Ray and Dask. RECOMMENDED BOOKS Holden Karau, Trevor Grant, Boris Lublinsky, Richard Liu & Ilan Filonenko • Kubeflow for Machine Learning (https://amzn.to/3JVngcx) Holden Karau • Distributed Computing 4 Kids (https://www.distributedcomputing4kids.com) Holden Karau • Scaling Python with Dask (https://www.oreilly.com/library/view/scaling-python-with/9781098119867) Holden Karau & Boris Lublinsky • Scaling Python with Ray (https://www.oreilly.com/library/view/scaling-python-with/9781098118792) Holden Karau & Rachel Warren • High Performance Spark (https://amzn.to/3v2eLbn) Holden Karau, Konwinski, Wendell & Zaharia • Learning Spark (https://amzn.to/397e2NE) Holden Karau & Krishna Sankar • Fast Data Processing with Spark 2nd Edition (https://amzn.to/3xKhXKu) Holden Karau • Fast Data Processing with Spark 1st Edition (https://amzn.to/3rHQgOu) Adi Polak • Machine Learning with Apache Spark (https://www.oreilly.com/library/view/machine-learning-with/9781098106812) Phil Winder • Reinforcement Learning (https://amzn.to/3t1S1VZ) Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow (https://amzn.to/2XZaQy8) Twitter (https://twitter.com/GOTOcon) LinkedIn (https://www.linkedin.com/company/goto-) Facebook (https://www.facebook.com/GOTOConferences) Looking for a unique learning experience? Attend the next GOTO conference near you! Get your ticket at gotopia.tech (https://gotopia.tech) SUBSCRIBE TO OUR YOUTUBE CHANNEL (https://www.youtube.com/user/GotoConferences/?sub_confirmation=1) - new videos posted almost daily. Bluesky (https://bsky.app/profile/gotocon.com) Twitter (https://twitter.com/GOTOcon) Instagram (https://www.instagram.com/goto_con) LinkedIn (https://www.linkedin.com/company/goto-) Facebook (https://www.facebook.com/GOTOConferences) 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: gotopia.tech (https://gotopia.tech) SUBSCRIBE TO OUR YOUTUBE CHANNEL (https://www.youtube.com/user/GotoConferences/?sub_confirmation=1) - new videos posted daily!