Posts within category: Capstone

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...
Fashion Rec.
Introduction The goal of our capstone project is to build a clothing recommender system that given a user’s...
Forecasting Cryptocurrency Price Trends
1. Introduction From Wikipedia: "A cryptocurrency is a digital asset designed to work as a medium of exchange that...
Predicting Hospital Readmission Rates
  Introduction: In this project we set out to train a machine learning model that would flag patients...
Local Used Items Analysis with Python and Tableau
Purpose Why I Chose This Project I'm fascinated with the second-hand market. People exchange items in their communities...
Social Network Analysis with Scalable User Behavior Scores of a Music Website
In a music website, there are artists and regular users as critics. While the artists launch and share...
Predicting Stock Movement of Hang Seng's Components
Introduction This post is about the capstone project we are supposed to deliver at the end of the NYCDSA...
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...
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...
A Closer Look at Tree Boosting Methods
Introduction In the book The Elements of Statistical Learning (ESL) the authors stated that, “Boosting is one of the most...
Mentor Matching using Machine Learning
I. Introduction For our group's capstone project, we consulted with #BuiltByGirls, a non-profit organization that connects young students...
E-Commerce Data Analysis of Locks and Safes
Introduction: For this capstone project, we were given an opportunity to conduct an e-commerce data analysis for MasterLock....
Toxic Comments Classification, and 'Non-toxic' Chat Application
1/ Project description: I've recently participated in a Kaggle's competition about Toxic comments classification, sponsored by the Conversation AI team,...

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