MLOps

MLOps, also known as Machine Learning Operations, is the discipline of effectively managing and overseeing machine learning models in real-world applications. It encompasses various tasks such as monitoring for data drift and concept drift, ensuring ethical and responsible AI, and maintaining transparency and consistency with the data and concepts being modeled.