#kubeflow
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Accelerating ETL on KubeFlow with RAPIDS
Aug 30, 2022 11 minute read #dask, #etl, #kubeflow, #pandas, #rapids, #technical-walkthrough ArchiveIn the machine learning and MLOps world, GPUs are widely used to speed up model training and inference, but what about the other stages of the workflow like ETL pipelines or hyperparameter optimization?
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Using Dask on KubeFlow with the Dask Kubernetes Operator
Kubeflow is a popular Machine Learning and MLOps platform built on Kubernetes for designing and running Machine Learning pipelines for training models and providing inference services.
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Running Kubeflow inside Kind with GPU support
This week I’ve been playing around with Kubeflow as part of a larger effort to make it simpler to use Dask and RAPIDS in MLOps workflows.