https://blog.sksoumik.com/series/airflow/ Recent content in Airflow on Sadman Kabir Soumik Hugo -- gohugo.io en Copyright © 2022, Sadman Kabir Soumik Fri, 17 Feb 2023 00:00:00 +0000 https://blog.sksoumik.com/artificial-intelligence/airflow-machine-learning-pipeline/ Fri, 17 Feb 2023 00:00:00 +0000 https://blog.sksoumik.com/artificial-intelligence/airflow-machine-learning-pipeline/ Author: Sadman Kabir Soumik Let's first understand what's MLOps. What is MLOps? MLOps (Machine Learning Operations) is a set of practices and tools used to manage the entire lifecycle of machine learning models. MLOps includes everything from data preparation and model training to deployment, monitoring, and ongoing maintenance. The primary goal of MLOps is to create a streamlined and automated process for deploying and managing machine learning models at scale.