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

CircleCI Integration

This repository has been verified with CircleCI