Lulude Sun
Lulude Sun
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Airbnb Demand and Revenue Analysis
A capstone project that focus on using machine learning techniques to build a price elasticity model which helps Airbnb hosts to maximize return on investment and helps Airbnb to identify key features that affect demand.
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Experiment Under Interference
A research literature review that examines the average treatment effect in a social network setting and a simulation study that studies the exposure mapping and result of misspecification where assumption fails.
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Empirical Comparison of Supervised Learning Algorithms
A replication of a part of the analysis done in the paper by Caruana & Niculescu-Mizil. The undertaking is to investigate a few ML algorithms and determine if any of them are better than others at binary classification tasks.
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