Kubeflow
PulseAugur coverage of Kubeflow — every cluster mentioning Kubeflow across labs, papers, and developer communities, ranked by signal.
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MLOps Guides Detail Frameworks, Workflows, and Real-Time AI Deployment
This cluster of articles focuses on Machine Learning Operations (MLOps), detailing the complete frameworks and workflows necessary for managing the machine learning lifecycle. The pieces cover building continuous delive…
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Kubeflow pipeline automates model training, validation, and deployment
This article details the process of building a complete MLOps pipeline using Kubeflow. It focuses on automating the entire workflow, from training a machine learning model to registering it, validating its performance, …
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Data scientists can influence without authority using data and Socratic questioning
Eugene Yan's article offers strategies for data scientists to influence decisions without formal authority, emphasizing the use of data and the Socratic method. He suggests leveraging quantitative and qualitative data t…
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Ubuntu 19.10 boosts AI/ML development and edge Kubernetes
Canonical has released Ubuntu 19.10, focusing on enhancing AI/ML development and edge computing capabilities. The update includes improved support for Kubernetes at the edge via MicroK8s and integrates Kubeflow for mach…