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dynamic-risk-assessment-system

The final project ML DevOps Engineer Nanodegree by Udacity.

Overview

This project is part of the Udacity course, "Machine Learning DevOps Engineer". The project is to build a machine learning application that includes not just training, evaluating, and deploying a model but also checking if there is new data and model drift occurs, and re-training, re-deploying, and reporting when model drift detected. Also, it automates all of those processes using cron job.

Installation

Use the package manager pip to install the dependencies from the requirements.txt. It's recommended to install it in a separate virtual environment.

pip install -r requirements.txt

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