What is the MLOps Stack? [Example]

MLOps, which stands for machine learning operations, is a set of best practices for effectively deploying, managing, and scaling machine learning (ML) models in production environments. By adopting MLOps practices, organizations can achieve better collaboration between the involved teams, leading to more efficient and reliable ML deployments. The MLOps stack refers to a set of tools and technologies that make machine learning models work effectively in real-life situations. This visual from Qwak takes a closer look: