Are MLOps, Data-Centric AI, and Synthetic Data the Future of AI?
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MLOps stands for Machine Learning Operations. It is a central part of machine learning engineering, and aims to simplify and automate the process of building machine learning models, deploying them to production, monitoring, and maintaining them over their lifecycle.
MLOps is a collaborative function jointly performed by data scientists, data analysts, DevOps engineers, machine learning engineers, and software developers..