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Definite Guide to Building a Machine Learning Platform

The MLOps Blog

The job reads features, generates predictions, and writes them to a database. The client queries and reads the predictions from the database when needed. The monitoring engine also has access to production data, runs an ML metrics computer, and stores the model performance metrics in the metrics database.