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blog > authors > Aiko Liu

Aiko Liu

Aiko was born and raised in Taiwan. After college graduation, he came to U.S. and got his Ph.D. at Harvard University, specializing in geometry. After having done research at several top research universities for years, he switched gear to finance. He has been interested in data science and machine learning recently.

Articles Contributed by Aiko Liu
Capstone

Predicting Fraudulent Health Insurance Claims

by Deborah Leong, Sam Nuzbrokh, Doug Devens and Aiko Liu
Jun 25, 2020
Introduction Healthcare fraud is a large and pervasive problem in the US healthcare system. The National Healthcare Anti-Fraud...
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Community

Data Scientists, Why is R a Must-Learn for?

by Aiko Liu, Hanqing Zhang and Pranjali Galgali
Dec 4, 2019
The skills I demoed here can be learned through taking Data Science with Machine Learning bootcamp with NYC...
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Capstone

Studying Data to Personalize Yelp Recommendations

by David Richard Steinmetz, Gregory Domingo, Aiko Liu and Amy Tzu-Yu Chen
Sep 22, 2016
The skills the author demoed here can be learned through taking Data Science with Machine Learning bootcamp with...
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Machine Learning

What We Learnt From Higgs Boson Challenge

by Jonathan Liu and Aiko Liu
Sep 5, 2016
EDA The project focuses on the detection of the Higgs boson signals in a particular CERN ATLAS accelerator...
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Data Science News and Sharing

Using T-SVD to Study State Migration Data

by Aiko Liu
Aug 17, 2016
In the project, we use the un-supervised learning method 'truncated singular value decomposition' to study the state to...
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Data Science News and Sharing

US GDP Shiny App

by Aiko Liu
Aug 3, 2016
In this blog post we introduce our US GDP shiny app. The purpose of this shiny app is...
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Data Science News and Sharing

Data Analysis on NYC Taxi Riders' Tipping Behavior

by Aiko Liu
Jul 21, 2016
The skills the author demoed here can be learned through taking Data Science with Machine Learning bootcamp with...
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