Posts within category: Student Works

Increasing ROI for Investors Using LendingClub as an Example
INTRODUCTION There are many avenues to investing. Each type of investment vehicle comes with a different risk-return profile....
Accessing Philanthropy
Does data visualization provide any shortcuts for aligning “doers” with “funders”? Philanthropy has been funding change-makers to improve...
Using Machine Learning Algorithms to Predict Sale Prices of Houses in Ames, Iowa
GitHub  Authors: Sweta Prabha, Hadar Zeigerson & Ayelet Hillel Introduction Buying a home is one of the greatest...
Predicting a European Top 5 League Soccer Team’s Point Total Using Multiple Linear Regression
Introduction In professional sports, we constantly hear the saying that “every game counts” and players are expected to...
What is driving customer churn at Telco?
Introduction Telco is a fictitious telecommunications company that provides phone, internet service, streaming movies, streaming TV and online...
Predicting House Prices in Ames, Iowa using machine Learning
Team Members: Aidan Au, Jacob Smith, and Jordan Hicks Background & Research Question When investing in a house,...
Forecasting U.S. Rent Prices with Alternative Data
Project GitHub | LinkedIn:   Niki   Moritz   Hao-Wei   Matthew   Oren 60 Second Summary Supervised ML models were applied to...
Remote Sensing for Climate Resilience
Prioritizing hyper-local strategies in Los Angeles County from satellite images It’s splashed across the headlines week after week:...
Machine Learning for Home Improvement: Predicting House Price After Renovation
Extracting new value from the old Ames housing dataset Motivation Data Science in the Real Estate sector has...
Predicting Customer Churn Using Python
Introduction Companies incur a big loss on customer churn, also, known as attrition; which is defined as the...
Patterns in Ames, IA, Housing Data
Ames Housing There are many many parties who are greatly interested in accurate understanding of house prices for...
Solving Citi Bike's Rebalancing Problem
Introduction As of 2020, the global bike sharing market was valued at 3 billion USD. Bike sharing attempts...
Analysis of Scraped TripAdvisor Reviews
Introduction Good reviews are important for any business today, especially for city attractions and dining. Potential customers rely...
How Can Napoli Avoid a Capitulation and Sustain Their Title Challenge?
Background SSC Napoli is a European football club based in Naples, Italy and was founded in 1926. Throughout...

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