Glossary

MLOps (Machine Learning Operations) is a set of practices that combines machine learning, DevOps, and data engineering to streamline the production lifecycle of ML models.

Kubernetes (often abbreviated as K8s) is an open-source container orchestration platform designed to automate the deployment, scaling, and management of containerized applications.

MLflow is an open-source platform designed to simplify and streamline the entire machine learning lifecycle.

A supercomputer is a highly advanced computer system capable of performing complex calculations at extraordinarily high speeds, typically used for scientific and engineering tasks.