How does TFX enable continuous and thorough analysis of a model's performance?
TFX, or TensorFlow Extended, is a powerful open-source platform that facilitates the development, deployment, and maintenance of machine learning (ML) models at scale. Among its many features, TFX enables continuous and thorough analysis of a model's performance, allowing practitioners to monitor and evaluate the model's behavior over time. In this answer, we will delve into
How are TFX pipelines organized?
TFX pipelines are organized in a structured manner to facilitate the development and deployment of machine learning models in a scalable and efficient manner. These pipelines consist of several interconnected components that work together to perform various tasks such as data ingestion, preprocessing, model training, evaluation, and serving. In this answer, we will explore the