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1. Running Machine Learning Workloads on Kubernetes with Google AI Platform and TensorFlow Serving

   In this article, we explore how to deploy and manage machine learning models using Google Kubernetes Engine (GKE), Google AI Platform, and TensorFlow Serving. We will cover the steps to create a machine learning model and deploy it on a Kubernetes cluster for inference.

   2024-05-15 Tags: gcp, kubernetes, machine learning, tensorflow sing, deployment, inference, mlops, production engineering by klotz
2. How to create and deploy a Kubeflow Machine Learning Pipeline (Part 1)

   2018-11-22 Tags: kubernetes, machine learning, deployment, pipeline, google, python, production engineering by klotz
3. Serving Inception Model with TensorFlow Serving and Kubernetes  |  TensorFlow

   2018-08-21 Tags: tensorflow, kubernetes, deployment, deep learning, production engineering by klotz
4. Introduction to distributed TensorFlow on Kubernetes · Banzai Cloud

   2018-08-21 Tags: tensorflow, kubernetes, deployment, production engineering by klotz

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