Deploying Python ML Models with Flask, Docker and Kubernetes

Posted on Thu 10 January 2019 in machine-learning-engineering • Tagged with python, machine-learning, machine-learning-operations, kubernetes, docker, GCP

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17th August 2019 - updated to reflect changes in the Kubernetes API and Seldon Core.

A common pattern for deploying Machine Learning (ML) models into production environments - e.g. ML models trained using the SciKit Learn or Keras packages (for Python), that are ready to provide predictions on new data - is …


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