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Michelle Casbon

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Tutorial: From Notebook to Kubeflow Pipel...KubeCon + CloudNativeCon North America 20192019-11-18
Kale converts annotated Jupyter notebooks into runnable Kubeflow Pipelines without writing SDK code or CLI commands, producing the long Python pipeline script…
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Tutorial: Introduction to Kubeflow PipelinesKubeCon + CloudNativeCon Europe 20192019-05-20
Creates a GKE cluster, installs Kubeflow and Kubeflow Pipelines, then compiles a pipeline (Python SDK -> tar -> Argo) that trains a TensorFlow model from a…
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InterviewScale By The Bay 20182018-11-15
Description of an open source platform that runs ML on Kubernetes called Kubeflow, positioned as a shortcut to avoid building startup-grade infra from scratch…
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Using Spark MLlib for NLPData By the Bay 20162016-05-16
Built a standalone system called IdiML that turns text into feature vectors, trains logistic‑regression models with Spark MLlib vectors (not DataFrames), and…
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DBTB INT Michelle CasbonData By the Bay 20162016-05-16
A github repo for idml persistence layer is unveiled containing core ML libraries that aim to operationalize NLP by wiring common algorithms into a reusable…
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