Machine Learning is used in practically every industry these days, which is associated with Artificial Intelligence. Machine learning is used in a variety of fields, including medicine, eCommerce, and science. It is not difficult to find the most up-to-date machine learning tools, methodologies, procedures, and systems to construct Machine Learning Models to address a problem. The major challenge is keeping these models up to date on such a large scale. This article will explain the rise of MLOps monitoring in 2022.
The current paradigm in machine learning development depends on the cooperation of 4 main areas of study: Big Data, Data Science, Computer Engineering, and Machine Learning.