Machine Learning Operations — What is it and Why Do We Need It? // Niklas Kühl // MLOps Podcast #137

MLOps Coffee Sessions #137 with Niklas Kühl, Machine Learning Operations — What is it and Why Do We Need It? co-hosted by Abi Aryan.



// Abstract

The final goal of all industrial machine learning (ML) projects is to develop ML products and rapidly bring them into production.   



However, it is highly challenging to automate and operationalize ML products and thus many ML endeavors fail to deliver on their expectations. The paradigm of Machine Learning Operations (MLOps) addresses this issue.



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