Machine Learning Lifecycle

Unpacking the Machine Learning Lifecycle with MLOps: Developing Your Model

About the Authors
Mark Miller

Mark is a Data Scientist within the Data & Analytics Operating Group, with a background in economics, machine learning and banking. He has worked as a researcher in the analytics space on a variety of topics for over 10 years and is based out of Columbus, Ohio. His interests include reading, running, hiking and podcasts.

Faisal Malik

Faisal Malik has 28 years of experience in manufacturing, financial services, H&LS, travel and transportation, professional services, entertainment, consumer goods, and utility industries. He has extensive hands-on experience developing and refining strategies across a range of business processes, functional disciplines and industries, where he specializes in developing long-term relationships with partners and assisting organizations in developing insights. Faisal strives to leverage new technologies and optimize business processes to address business challenges.

Managing Model Drift Through MLOps

Mining for Machine Learning and Data Science Talent

The Future of Operational Excellence Lies in Process Automation

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