Tag Archives: Deployment

ML Zoomcamp 2023 – Deploying Machine Learning Models– Part 7

Deployment to the cloud: AWS Elastic Beanstalk This article covers the deployment of the Docker container to the cloud. In the previous article we built a Docker image, build the container, put our churn prediction service there and also the model. Then we build this image and learn how to run it locally. Now weContinue reading “ML Zoomcamp 2023 – Deploying Machine Learning Models– Part 7”

ML Zoomcamp 2023 – Deploying Machine Learning Models– Part 1

Overview In this chapter, we will delve into the deployment process of our machine learning model. We’ll start by taking the Jupyter notebook where our model resides and save it to a file, which we’ll call ‘model.bin.’ The next step is to load this model from a different process, a web service aptly named theContinue reading “ML Zoomcamp 2023 – Deploying Machine Learning Models– Part 1”