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blog > authors > Ziqiao Liu
Ziqiao Liu

Ziqiao Liu

Articles Contributed by Ziqiao Liu
Capstone

Machine Learning Application in Hedge Fund

by leizhang and Ziqiao Liu
Dec 21, 2016
Introduction Most stock market data is not publicly available even though individuals could have access to more market...
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Machine Learning

Kaggle: Predicting Allstate Auto Insurance Severity Claims

by Nelson Chen, Regan Yee, Luke Chu and Ziqiao Liu
Dec 5, 2016
Introduction Kaggle competitions are a good place to leverage machine learning in answering a real-world industry-related question. A...
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Student Works

Web Scraping Project: Experience Difference between Airbnb and TripAdvisor

by Ziqiao Liu
Nov 21, 2016
Python Scrapy is  a powerful application framework for extracting structured data from web pages, you could extract data...
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Student Works

Quantifying Uneven Health Development in the World—A World Development Indicators Data Exploration Shiny App

by Ziqiao Liu
Nov 16, 2016
Data Description A development indicator is usually a numerical measure of the quality of life in a country,...
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Student Works

Insights on Housing Data: Multiple Factors behind House Price

by Ziqiao Liu
Oct 25, 2016
Motivation When people desire to own a house of their own ... What do they usually consider? When...
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