Here is where I will be sharing my work on Hopsworks demos and tests that could be of interest.
In this demo we will try to predict the beer volume consumption of a particular beer in a particular bar.
The demo will have 3 parts:
- Feature engineering pipeline
- Training pipeline
- Inferencing pipeline
Given the differences between environments, there is going to be a specific demo for Colab+Hopsworks Serverless, and another demo for Jupyter+Hopsworks Enterprise.
Because of the supthe differences in environments, you will find 3 versions of this demo in this repo:
- Hopsworks app + Google Colab based.
- Hopsworks app + local python environment running from Visual Studio
- Hopsworks cluster + local python environment running from Visual Studio
Currently, my recommendation would be to use 2, as I have sometimes encountered minor errors in the other two environments. All fixable, but still.