Posts with tag: machine learning

Predicting House Price in Ames, Iowa Using Machine Learning
I. Background  Origin of dataset, categorical vs. numerical variables, objective The Ames Housing Dataset was introduced by Professor...
Alumni Spotlight: Hayley Caddes, Lead Data Scientist at BerlandTeam
Hayley Caddes traveled across the country from San Francisco to New York to pursue her education and now...
Power of a Linear Regression model: Predicting house prices in Ames, Iowa
Introduction One might wonder what drives the price of a house? Is it the neighborhood? The size of...
Studying Regression Model Efficacy on the Ames Housing Data Set
The Ames Housing Data Set is popular largely due to its use as an introductory competition on the...
Predicting Housing Prices in Ames, Iowa
Introduction For any home buyer, the first concern that comes to mind is the price of the house....
Pre-owned Vehicle Pricing with Web Scraping
Introduction The basic concept of 4Ps in marketing is Price, Product, Promotion and Place. Price is always in...
Using NLP to Classify Articles about Intimate Partner Violence
Objective For my capstone project, I worked with a group of other students that were sponsored by an...
What Hiring Managers and Lead Data Scientists Expect
For nearly three years, Bernard Ong has held the position of AVP, Lead Data Scientist, Advanced Analytics at...
Alumni Spotlight: Elsa Vera Amores, Data Scientist at JP Morgan Chase
After traveling across continents for her first career as a medical researcher, Elsa Vera Amores made a career...
IOWA House Price Prediction Kaggle Competition
Advanced Machine Learning Techniques The Competition Probably, one of the most popular competitions on Kaggle is the house...
Predicting House Prices in Ames, Iowa Using Advanced Machine Learning
GitHub Introduction The aim of this project was to predict house prices in Ames, Iowa as part of...
Machine Learning: Iowa House Prices Predicting
Introduction There are many factors involved in real estate pricing. In reality, it is often hard for us...
Predicting Iowa Housing Prices Using Machine Learning Techniques
This study was completed as a project for the NYC Data Science Academy in which each group entered...
Predicting Iowa Housing Prices
Introduction The goal of this project was to utilize supervised machine learning techniques to predict housing prices in...

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