Implementing the model algorithm service

This section will walk you through implementing the model algorithm service.

The model algorithm template already contains a working example. For the rest of the documentation, we will be using that to demonstrate the process.

The only files you should modify in theory are those two:

  • model_algorithm.py, which contains the actual model training, persisting and predicting.
  • model_info.py, which defines the schema of the model you are persisting into MongoDB.