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Machine Learning Operations at Principal – Practices & Lessons Learned
October 19 @ 4:30 pm - 6:00 pm CDT
Principal has been on a multi-year journey to support and scale its Data Science processes and initiatives; enabling the creation and deployment of several machine learning models. Success in Machine Learning Operations (or ML Ops) has been foundational to the progress in that journey. ML pipelines have been developed in close collaboration with Data Scientists. The team has learned a lot in the past year.
During this session, team members will provide an overview of ML Ops, the importance of the practice in the Principal Data Science ecosystem, and what has been learnt along the way.