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machine-learning-workflow

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awesome-mlops / awesome-mlops-kubernetes

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A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secure your production machine learning on kubernetes 🚀

kubernetes workflow machine-learning deep-learning ml orchestration dataops operator machine-learning-pipelines model-management model-training machine-learning-workflow machine-learning-projects machine-learning-training mlops ml-pipeline model-monitoring machine-learning-operations ml-workbench
  • Updated Apr 20, 2022

popovicidaniela / MachineLearningWorkflow

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Tutorial followed from the Understanding Machine Learning with Python pluralsight course by Jerry Kurata. Used the Machine Learning workflow to process and transform Pima Indian Diabetes data to create a prediction model that would predict which people are likely to develop diabetes with 70% or greater accuracy.

random-forest naive-bayes scikit-learn pandas logistic-regression supervised-machine-learning machine-learning-workflow
  • Updated Sep 21, 2017
  • Jupyter Notebook

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