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operationalize-a-machine-learning-microservice-api's Introduction

Udacity - Operationalize a Machine Learning Microservice API

By Karim Garcia

This repository contains the assignment: Operationalize a Machine Learning Microservice API, which contains several parts:

Creation and activation of the environment

  1. Docker installation
  2. Lints checks with hadolint and pylint
  3. Installation of Kubernetes and Minikube

Dockerfile

  1. Dockerfile configuration
  2. Run a Container & Make a Prediction
  3. Logging in the docker_out.txt file

Kubernetes

  1. Configure Kubernetes to Run Locally
  2. Deploy with Kubernetes
  3. Savings Output logs in the file kubernetes.out.txt

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