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blog > authors > Qing Ying
Qing Ying

Qing Ying

Qing (Sophie) Ying graduated from UC Berkeley with a Master's degree in Industrial Engineering and Operations Research. She has been a product manager in a healthcare technology startup for 3 years, where she developed various data analytics products to help healthcare organizations improve resource utilization. She's passionate about using data science to solve real-life problems.

Articles Contributed by Qing Ying
Capstone

Liquor Retail Analytics

by Judy Chung, Qing Ying and Xiaogang Zhu
Oct 14, 2020
Introduction From a casual cocktail by the pool to a celebratory toast, alcohol frequently plays a part in...
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R Shiny

Explore Global Patent Trends in Technology

by Qing Ying
Oct 13, 2020
Introduction  An invention brings something new into being and has a practical bent. When these inventions are registered...
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Machine Learning

A Machine Learning Approach to Home Renovations

by Judy Chung, Qing Ying and Xiaogang Zhu
Oct 13, 2020
Introduction Investing in real estate can be an excellent way to make a profit. One way to increase...
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Student Works

Covid-19's Impact on the Restaurant Business

by Qing Ying
Aug 3, 2020
  Background As the novel Coronavirus has spreading around the world, the collateral damage has been far and...
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