GOTO - The Brightest Minds in Tech

Kubeflow for Machine Learning • Holden Karau & Adi Polak


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This interview was recorded for the GOTO Book Club.
gotopia.tech/bookclub

Read the full transcription of the interview here

Holden Karau - Co-Author of "Kubeflow for Machine Learning" & Open Source Engineer at Netflix
Adi Polak - 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” 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
Holden Karau • Distributed Computing 4 Kids
Holden Karau • Scaling Python with Dask
Holden Karau & Boris Lublinsky • Scaling Python with Ray
Holden Karau & Rachel Warren • High Performance Spark
Holden Karau, Konwinski, Wendell & Zaharia • Learning Spark
Holden Karau & Krishna Sankar • Fast Data Processing with Spark 2nd Edition
Holden Karau • Fast Data Processing with Spark 1st Edition
Adi Polak • Machine Learning with Apache Spark
Phil Winder • Reinforcement Learning
Aurélien Géron • Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow

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