TensorFlow Extended

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TensorFlow Extended (TFX) is an end-to-end platform designed to facilitate the deployment of production-ready machine learning models. It extends the capabilities of TensorFlow, Google's open-source machine learning library, by adding components necessary for the deployment, validation, and monitoring of models in a scalable and maintainable manner.

Key Features
Integration with TensorFlow for model training
Tools for model validation and versioning
Pipeline orchestration with Apache Beam