Subject archive for "devops"


MLOps vs DevOps: What Are the Differences?

Machine Learning Operations (MLOps) is a term that has gained popularity in the last ten years and is often used to describe a set of practices that aims to deploy and maintain machine learning (ML) models in production, reliably and efficiently.

By Md. Ehsanul Haque Kanan12 min read

Data Science

Data Science on AWS: Benefits and Common Pitfalls

More than two years ago, we wrote about the misguided fear of the cloud among many enterprise companies. How quickly things change! Today, every enterprise we work with is either using the cloud or in the process of moving there. We work with companies that insisted, just two years ago, that they “can’t use the cloud” — and are now undertaking strategic initiatives to have “real work in AWS by the end of 2017.” We see this happening across industries including finance, insurance, pharmaceuticals, retail, and even government.

By Nick Elprin4 min read

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