COVID-19 Vaccine Requirement

All UW Professional & Continuing Education students, including fully online students, must provide proof of vaccination against COVID-19 or submit a request for medical or religious exemption. 

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Meet the Instructor

Ming Li

Ming Li is a research scientist at Amazon who leverages big data and machine learning to boost customer satisfaction in the Device, Digital and Alexa Support organization. He was the chair of the Quality & Productivity Section of the American Statistical Association for 2017. Ming was a data scientist at Walmart and a statistical leader at General Electric Global Research Center and obtained his Ph.D. in statistics from Iowa State University in 2010. 

With a deep background in statistics and a few years' experience in data science and machine learning, Ming has trained and mentored numerous junior data scientists and machine learning scientists from the fields of statistics, software development, database programming and business analysis. He is also an instructor at Amazon's internal Machine Learning University and was one of the founding members of Walmart's Analytics Rotational Program. 

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