Deployment of Machine Learning Model and Real Time predictions. The developed model was deployed on the cloud for real-time prediction. They choose Microsoft Azure as their cloud infrastructure for model deployment. Deployment involves wrapping the model into a web service app that can be fed with data using REST calls and return results.