🎉 Week 5 of ML Zoomcamp was all about Deployment and getting our ML models into production.
Learned about
<ul>
<li>
Saving and loading models
</li>
<li>
Flask web services
</li>
<li>
Churn model deployment with Flask
</li>
<li>
Virtual environments with Pipenv
</li>
<li>
Docker containerization
</li>
<li>
AWS Elastic Beanstalk deployment
</li>
</ul>
From local development to cloud deployment, models can now be used by end users
#mlzoomcamp

shukuratbello's public Squad

Week 5 of ML Zoomcamp focused on deploying ML models into production. Key topics included saving and loading models, using Flask for web services, deploying churn models with Flask, setting up virtual environments with Pipenv, containerizing apps with Docker, and deploying on AWS Elastic Beanstalk.

ML Zoomcamp Week 5