Practicing MLOps in your organization: tools, frameworks and governance
The Fifth Elephant
The Fifth Elephant

Practicing MLOps in your organization: tools, frameworks and governance

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Ravi Kumar Meduri

@ravimeduri Speaker

2022: An Operationalisation Odyssey of AI - From Labs to Production

Submitted Oct 31, 2022

Speaker

Ravi Kumar Meduri (Executive Vice President - IP and Digital Solutions)

Abstract

The organization and management of the lifecycle of data is foundational for AI. It is imperative that the value is in democratizing data and letting the business analysts, researchers and innovators in the enterprise use it for more effective decision making. This unification of data and scaling of AI/ML practices requires governance and an operationalization framework broadly named as MLOps. In this talk, we will take a fresh perspective on MLOps, its process, tooling, governance, and also deep dive into Explainable AI, Responsible AI and incorporate them into MLOps.

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