Introduction to MLFlow
MLflow is an open-source platform for managing and tracking the end-to-end machine learning lifecycle. It was developed by Databricks and released in 2018. The platform provides a comprehensive solution for managing the complexity of modern machine learning workflows, from data preparation and model training to deployment and maintenance.
Things to pay attention to when doing MLOps for the first time
MLOps, or Machine Learning Operations, involves the management of the entire lifecycle of machine learning models, from development to deployment and maintenance. If your company is just starting with MLOps, this article will be a good starting point.