Understand Workflow Management with Kubeflow

Kubeflow is an open-source platform that makes it easy to deploy and manage machine learning (ML) workflows on Kubernetes, a popular open-source system for automating containerized applications' deployment, scaling, and management. Kubeflow can help you run machine learning tasks on your computer by making it easy to set up and manage a cluster of computers to work together on the task. It acts like a "traffic cop" for your computer work, ensuring all the tasks' different steps are done in the right order and that all the computers are working together correctly. This way, you can focus on the task at hand, such as making predictions or finding patterns in your data, and let Kubeflow handle the underlying infrastructure. Imagine you have a big toy box with many different toys inside. Kubeflow is like the toy box organizer.