Some collected and improved Jupyter Notebook Templates for MLOps, mainly for Kubeflow pipelines on GCP Vertex AI platform and Tensorflow Extended pipelines.
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Jul 13, 2021 - Jupyter Notebook
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tensorflow-extended
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This repo is the final project from Dicoding’s MLOps course, building a TFX pipeline for classifying introvert vs extrovert personalities. It includes ExampleGen, StatisticsGen, SchemaGen, ExampleValidator, Transform, Trainer, Resolver, Evaluator, Pusher. Runs on Apache Beam, deployed on Railway, monitored with Prometheus, and tested via notebook.
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Aug 27, 2025 - Jupyter Notebook
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