/greenr-airflow

a simple machine learning pipeline built using Apache AirFlow

Primary LanguageJupyter Notebook

greenr-airflow

This repo is part of a tutorial 10 Minutes to Building a Machine Learning Pipeline with Apache Airflow where you will build a simple ML pipeline from scratch using Apache AirFlow. It is meant for developers who are just getting started with building pipelines and want a template to build on.

A ML pipeline allows you to automate the machine learning process and achieve continuous delivery of ML models.

Apache AirFlow is an open-source software that allows you to programmatically author and schedule their workflows using a directed acyclic graph (DAG) and monitor them via the built-in Airflow user interface.