[Podcast] Interview with Lead Cloud Architect, Sumit Agarwal, on DevOps and Testing

Podcast: DevOps and Testing

In today’s Quality Sense episode, Federico has a conversation all about DevOps and testing with Sumit Agarwal, the Lead Cloud Architect for a global fin-tech leader with over $4.5 billion in revenues that helps clients get ahead of today’s challenges. Listen to today’s episode where they touch upon the origin of DevOps, testing, dealing with legacy code, and making the necessary culture shifts to successfully implement modern software delivery practices.

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Importance of the Big Picture in MLOps and the Deployment Ecosystem

mlops big picture

A study published in 2019 was highly cited (link) by various articles, it talks about why more than 80% of data science projects never make it to production. Since then Machine learning operationalization is catching pace, we could refer to Oct 2020 report, where MLOps seems to be trending across all platforms. Various organizations are setting up their data science teams composition from a development to deployment perspective.

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