Posts within category: Student Works

Predicting NYC Yellow Cab Taxi Fare
Introduction As technology continues to push the bar for information, one area in NYC that's lagging behind is...
Capstone: Mapping Brands to Transactional Data
The Why Our capstone project aimed to help a debit-card startup, which “empowers teens to make the best...
Feature Engineering: The key to machine learning (a housing price case-study)
“Feature engineering is the process of transforming raw data into features that better represent the underlying problem to the predictive models, resulting in improved model accuracy on unseen...
Can you predict what your car is worth?
When you purchase a brand new car, the manufacturer's suggested retail price, the MSRP, is predetermined. But when...
Expert Assessment of Wine Quality
For this project, I explore the relationship between wine quality ratings, prices, and attributes. I use several sources...
Characterising Culinary Footprint of World Cuisines
Motivation We all love food; and we all talk about it a lot. There are myriad of datasets...
Forecasting Cryptocurrency Price Trends
1. Introduction From Wikipedia: "A cryptocurrency is a digital asset designed to work as a medium of exchange that...
In the Money: Predicting the Outcomes of Horse Races with RaceQuant
Introduction RaceQuant is a startup specializing in consulting for horse race betting. RaceQuant enlisted our team to use...
Quantum Computing - A Web Scraping Project
Background   Quantum Computing is an emerging technology that exploits the probabilistic nature of quantum mechanical systems. Esteemed...
Fashion Rec.
Introduction The goal of our capstone project is to build a clothing recommender system that given a user’s...
Flight Delay Visualization for 8 Airlines in the United States
1.Definition of delay According to the Federal Aviation Administration (FAA), a flight is considered to be delayed when it is 15...
Exploring Data on Consumer Complaints
Overview: The provision of quality is an important task for any firm. As the availability and scope of...
Recommendation App & Restaurant Decision Tool for Two
Introduction Modern consumers are overwhelmed with dining choices. With all the information and services available at a consumer’s...
Spatial Data Science Applied: ArcPy & Scikit learn for predicting Hotel Room prices.
Video showing the python toolbox functionality   1 – Objectives and Workflow For this capstone project we wanted...

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