Search⌘ K
AI Features
Home
Courses
Data Science in Production: Building Scalable Model Pipelines

Deploying a Web Endpoint

Explore how to deploy machine learning models as scalable web endpoints. Understand the limitations of Flask for production and learn to use WSGI servers like Gunicorn and hosted platforms such as Heroku for effective deployment.

We'll cover the following...

Flask is great for prototyping models as web services, but it’s not intended to be used directly in a production environment. For a proper deployment of a web application, ...