Thursday, October 28, 2021

OPEN TALK (AI): Operationalizing Machine Learning Models for Enterprises
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Shikhar Kwatra
Shikhar Kwatra
IBM, AI Architect

Session will focus on defining Machine Learning (ML) operational models and how enterprises can leverage it through a framework of governance and model risk management to unlock value. Operationalization is essential to realizing the business value of ML models. We will also overlay the paradigm of DevOps on ML lifecycle management including infusing automated validation of model, removing bias and measurement using KPI's. Example framework and architecture of an ML operational model in action will be showcased, including a starter toolkit.