How does the Transform component ensure consistency between training and serving environments?
Sunday, 06 August 2023
by EITCA Academy
The Transform component plays a crucial role in ensuring consistency between training and serving environments in the field of Artificial Intelligence. It is an integral part of the TensorFlow Extended (TFX) framework, which focuses on building scalable and production-ready machine learning pipelines. The Transform component is responsible for data preprocessing and feature engineering, which are