Machine Learning Pipeline consists of four main stages as Pre-processing, Learning, Evaluation, and Prediction.8 oct 2021
What is model training pipeline?
A machine learning pipeline is a way to codify and automate the workflow it takes to produce a machine learning model. Machine learning pipelines consist of multiple sequential steps that do everything from data extraction and preprocessing to model training and deployment.
What is an AI pipeline?
AI Platform Pipelines helps you implement MLOps by providing a platform where you can orchestrate the steps in your workflow as a pipeline. ML pipelines are portable and reproducible definitions of ML workflows. ... TFX is an open source project for building ML pipelines that orchestrate end-to-end ML workflows.