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Hank Quach's Projects

data-exploration-google-trends-index-project icon data-exploration-google-trends-index-project

This project wants to determine whether the College Scorecard, which was released by Google at the beginning of September 2015, shifted student interest toward high-earning colleges relative to low-earning ones among colleges that primarily granted bachelor's degrees.

marvel-mart-project icon marvel-mart-project

For this assignment, I was responsible for cleansing a large CSV file, creating data visualizations, and analyzing and cross-referencing the data in various ways. The project was subdivided into three distinct divisions based on the following tasks: data cleansing, exploratory data analysis, and cross-reference statistics.

project-1-excelsior-mobile icon project-1-excelsior-mobile

Welcome to the Excelsior Mobile Business Analyst Project! In this data analysis project, we tackle the challenge of helping Excelsior Mobile, a small but ambitious mobile company, make data-driven decisions to expand its customer base and optimize marketing efforts.

risk-prediction-project icon risk-prediction-project

In this project, we leverage cutting-edge data science techniques to forecast high-risk mortgage transactions. Our project is not just about predictive modeling; it's a comprehensive showcase of data visualization, predictive modeling, K-Nearest Neighbors (KNN), decision tree algorithms, and efficient data management practices.

universal_banking_loan_prediction_knn icon universal_banking_loan_prediction_knn

This machine learning initiative seeks to leverage the k-Nearest Neighbors (k-NN) classification algorithm to predict whether a Universal Bank will accept a personal loan offer.

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