Question: Create a system diagram in draw.io demonstrating this solution and how your data flows through your components 1 . The pipeline must run daily at
Create a system diagram in draw.io demonstrating this solution and how your data flows through your components The pipeline must run daily at midnight. The internal data must be retrieved from an Azure SQL database the operational database The external data is delivered by a third party to a Google Cloud Storage bucket daily. The model needs to be retrained daily the training dataset is approximately GB in size. You wish to store the a featurestoreintermediate data for each run and are required to retain days of these data for audit purposes. Model binaries are to produced for each run and deployed to a live endpoint for use by a digital origination application. Model binaries need to be retained for days. The live endpoint must have zero downtime. Code and model logic changes need to be auditable. Data drift and prediction drift monitoring is required. All data must remain securely with Azure.
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