What is Classifier.export_saved_model and how to use it?
Wednesday, 28 May 2025 by kenlpascual
The function `Classifier.export_saved_model` is a method commonly found in TensorFlow-based machine learning workflows, particularly associated with the process of deploying machine learning models to production environments, such as Google Cloud’s serverless platforms (for instance, AI Platform Prediction). Understanding this method requires familiarity with the TensorFlow framework, the SavedModel format, and the best practices for exporting
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, First steps in Machine Learning, Serverless predictions at scale
Tagged under: Artificial Intelligence, Cloud Deployment, ML Ops, Model Export, SavedModel, TensorFlow