Model service for MLE / MLOps candidates
This model service has been handed off to you from the Data Science team. Please review the code and consider the following questions:
- How would you go about implementing this model service in production?
- Data ingestion, validation, preparation
- Creation and maintenance of reference and lookup tables
- Model training, evaluation, validation, and serving
- What clarifying questions would your have for the data scientist?
- How would you implement a feedback loop on model performance?