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Tag: Kubeflow

Kubeflow Emerges for ML Workflow Automation

Feb 11, 2019 |

Many data scientists today find it burdensome to manually execute all of the steps in a machine learning workflow. Moving and transforming data, training models, then promoting them into production – all of it requires the data scientist’s close attention. Read more…

Intel Unveils Nauta, a DL Framework for Containerized Clusters

Jan 23, 2019 |

Intel today unveiled Nauta, a new distributed computing framework for running deep learning models in Kubernetes and Docker-based environments. The chip giant says Nauta will make it easier for data scientists to develop, train, and deploy deep learning workloads on large clusters, “without all the systems overhead and scripting needed with standard container environments.” Read more…

Google Ups its AI Game

Nov 8, 2018 |

Google Cloud is rolling out an “AI Hub” supplying machine learning content ranging from data pipelines and TensorFlow modules. It also announced a new pipeline component for the Google-backed Kubeflow open-source project, the machine learning stack built on Kubernetes that among other things packages machine learning code for reuse. Read more…

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