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Data Science Projects

Welcome to my data science projects portfolio! Here you can find the data science and business analytics projects I have worked on. Topics range from machine learning model building to business-oriented decision analytics. Analytics tools used include Python (Pandas, NumPy, LightGBM, Scikit-learn), RStudio, MySQL, AWS, Databricks, Tableau, Power BI, etc.

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Ed-tech Adoption

Jun. - Sep. 2023

Authors: Zayn Sui, Richard Huang, Stanson Wu

Goizueta Business School

Prof. Rajiv Garg

Customer Attrition Prediction

Jan. - May 2023

Authors: Zayn Sui, Joy Zhu, Sylvie Zhou, Mild Trakarnsakdikul

Focus Brands, Capstone Project

Alek Manoah 2022 Game Dashboard

Oct. 2022

Author: Zayn Sui

Quote Conversion Prediction

Oct. - Nov. 2022

Authors: Zayn Sui, Nigel Wang, Richard Huang, Henry Hsu, Rick Wang

Travelers Model Competition

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ALL-NBA Team Prediction

Mar. - Apr. 2023

Authors: Zayn Sui, Cindy Zhang

Apartment Interior with Red Accents_edit

Mar. - Apr. 2023

Authors: Zayn Sui, Joy Zhu, Sylvie Zhou, Mild Trakarnsakdikul

Airbnb Superhost Prediction

Montreal Trip Planning Dashboard

Oct. - Dec. 2022

Authors: Zayn Sui, Cindy Zhang, Henry Dimlow, Pandora Shou

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Ads-Click Prediction

Oct. - Dec. 2022

Authors: Zayn Sui, Cindy Zhang, Henry Dimlow, Pandora Shou

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