- Heroku
Explore deploying machine learning models as web endpoints using Heroku. Learn to set up Heroku, configure Python and Django dependencies, test applications locally, and deploy scalable model services to the cloud. Gain hands-on experience with Heroku's free hosting environment for data science projects.
Now that we have a Gunicorn application, we can host it in the cloud using 
Python is one of the core languages supported by this cloud environment. The great thing about using Heroku is that you can host apps for free, which is great for showcasing data science projects. The first step is to set up an account on the web site: https://www.heroku.com/
In our pre-configured execution environment, the Heroku library is already installed. To skip local installation instructions and simply deploy the code, click here.
Installing command line tools and packages
We’ll set up the command line tools for Heroku by running the commands shown below. There can be some complications when setting ...