MLOps and Kubeflow Meetup - A Deep-Dive Into Declarative AutoML on Kubernetes

Описание: In this talk from the Sept 29, 2022 Meetup Tomer Sagi will introduced the theory behind AutoML and the various different techniques for optimizing your model's algorithm and hyper-parameters. He also discussed how AutoML can be applied to other areas of the machine learning process in what makes an end-to-end ML system. He explored how ML systems are implemented in the context of Kubernetes with platforms like Kubeflow, as well as Modela, a new declarative ML system based on Kubernetes Custom Resources.

Tomer Sagi is the founder of Metaprov and was a senior developer most recently at HPE where he designed and developed a file system services as part of HPE storage products.

#mlops #kubeflow #kubernetes #machinelearning