Machine Learning Operations (MLOps)
Episode 1, Feb 02, 2023, 08:00 AM
In this podcast episode, Rafael and Marcia host Diogo Ribeiro, a Senior Machine Learning Software Engineer from Deeper Insights, to discuss the paper "Machine Learning (MLOps): Overview, Definition, and Architecture".
Join Rafael and Marcia as they welcome Diogo Ribeiro, Senior Machine Learning Software Engineer from Deeper Insights, to dive into the exciting world of Machine Learning Operations (MLOps). In this episode, they'll be discussing the paper "MLOps: Overview, Definition, and Architecture" (2022) and exploring how it suggests approaching the development of machine learning products within an organization, including considerations for future planning and avoiding common pitfalls.
A special shoutout to Dominik Kreuzberger, Niklas Kühl, and Sebastian Hirschl for their contributions to this month's paper. Don't miss out on this enlightening conversation about the future of MLOps. If you are interested in reading the paper for yourself please check this link: https://arxiv.org/pdf/2205.02302.pdf
For more information on all things artificial intelligence, machine learning, and engineering for your business please visit www.deeperinsights.com or reach out to us at thepaperclub@deeperinsights.com.
A special shoutout to Dominik Kreuzberger, Niklas Kühl, and Sebastian Hirschl for their contributions to this month's paper. Don't miss out on this enlightening conversation about the future of MLOps. If you are interested in reading the paper for yourself please check this link: https://arxiv.org/pdf/2205.02302.pdf
For more information on all things artificial intelligence, machine learning, and engineering for your business please visit www.deeperinsights.com or reach out to us at thepaperclub@deeperinsights.com.