Category: Machine Learning

Titanic Survival Model

PREMISE In this assignment, I go over a labeled dataset containing a list of passengers on board the ship Titanic, – A large civilian cruise vessel that met its unfortunate demise near the Antarctic – and a list of survivals from the Kaggle Machine Learning challenge of the same name. My goal is, Train A […]

#6 Predicting Housing Prices of 1970’s Boston

This post is from a two-part series where I dwell deep into the housing prices of Boston – from the Boston Housing Dataset. (Courtesy U.S Census Service and Dr.Jason) PREMISE After the analysis of the factors present in the Boston Housing database and how they affected the property value in the previous post. In this continuation, […]

#2 Machine Learning: Predicting Probabilities Of Blight Ticket Compliance

The following is a part of my machine learning project log completed during the applied machine learning introduction course from Coursera. PREMISE The Michigan Data Science Team (MDST) and the Michigan Student Symposium for Interdisciplinary Statistical Sciences (MSSISS) have partnered with the City of Detroit to help solve one of the most pressing problems facing […]