alanjeffares/notebook-to-microservice

Sample repository (to accompany my blog post) for putting machine learning code into production.

Jupyter Notebook to Deployment - A Straightforward Example

This repository contains the companion code to accompany my article From Jupyter Notebook to Production - A Straightforward Example. The article begins with a typical toy problem with a simple data pipeline solution in Jupyter Notebook format and develops it into a deployed microservice with this repository storing the code following each of the four steps in the article.

• The Jupyter Notebook Solution
• Step 1: Refactoring, code style and testing
• Step 2: Collaboration
• Step 3: Prepare to deploy
• Step 4: Deployment