How to deploy your ML model online?
Now assume that you already have a wonderful classification model and you want to share your model with other people. How to do that?
I propose in this post a solution using Heroku. Heroku is a container-based cloud Platform as a Service. Developers use Heroku to deploy, manage, and scale their apps.
- First upload your code to Github
- Second, go to Heroku and deploy your model
That all!
Here is the FIRST EXAMPLE, a Machine Learning (ML) web app of classifying penguins using the Penguin dataset. Other ML models will be online soon.
I copy/learn this web app from this video tutorial. The documents is available here.
