AI Infra Day | Model Lifecycle Management Quality Assurance at Uber Scale
October 25, 2023
By 
Sally (Mihyoung) Lee

Machine learning models power Uber’s everyday business. However, developing and deploying a model is not a one-time event but a continuous process that requires careful planning, execution, and monitoring. In this session, Sally (Mihyong) Lee, Senior Staff Engineer & TLM @ Uber, highlights Uber’s practice on the machine learning lifecycle to ensure high model quality.

Machine learning models power Uber’s everyday business. However, developing and deploying a model is not a one-time event but a continuous process that requires careful planning, execution, and monitoring. In this session, Sally (Mihyong) Lee, Senior Staff Engineer & TLM @ Uber, highlights Uber’s practice on the machine learning lifecycle to ensure high model quality.

Video:

Presentation slides:

AI Infra Day | Model Lifecycle Management Quality Assurance at Uber Scale from Alluxio, Inc.

Complete the form below to access the full overview:

Videos

Sign-up for a Live Demo or Book a Meeting with a Solutions Engineer