Machine Learning Pipeline Architecture Diagram

A machine learning pipeline diagram maps the journey of data from raw source to trained model in production, including training and serving paths. It's useful for onboarding new ML engineers or documenting MLOps workflows. Tip: separate the batch training path from the real-time inference path visually to avoid confusion.

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The prompt behind this diagram

Create a machine learning pipeline architecture diagram showing: raw data sources, a data ingestion service, a data validation and cleaning stage, a feature engineering module, a feature store, a model training service, a model registry, a model evaluation stage, a deployment/serving layer, a monitoring and drift detection component, and a feedback loop back into data ingestion. Show the sequential flow with arrows and include a batch/offline path and a real-time inference path branching from the feature store.

Paste your own description (or Terraform / docker-compose / SQL schema) into draft1 and get a diagram like this for your exact system.

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