Train & Serve a Model
The SMS Spam project is used as a running example. Start this exercise by investigating the corresponding GitHub repository and perform the following tasks:
- Read the instructions of the
README.md
. - Locate the spots in the repository that have been covered by todays exercises.
- Understand how the trained model is integrated into Flask (see
src/serve_model.py
). - Study the Dockerfile to understand how the image is built.
These tasks should provide you with a good understanding of the projects structure and organization. Now, follow the instructions of the SMS Spam project to build and run a local image. Ultimately, you should be able to query the model via that Swagger UI that is accessible via localhost:8080/apidocs.