Machine learning operations (MLOps) is the umbrella term for best practices surrounding machine learning. The guiding principles integral to MLOps include things such as:
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MLOps follow a similar process as DevOps-- that is to say, it drives a seamless integration between your development lifecycle and the overall operations process in handling Big Data. The end goal is to derive insights using machine learning techniques that you can trust and deploy more efficiently.
Benefits of MLOps: