Posts within category: Machine Learning

Predicting House Prices in a Kaggle Machine Learning Competition
Photo by Brendan Bell I. Introduction Our team, composed of Ansel Santos, Sal Lascano, Yicong Xu, and Moon...
Ames Housing Price Predictions - Model Ensembling
Introduction The purpose of this project was to create an accurate model for Ames, Iowa home prices from...
Understanding The Drivers Of CTR In Mobile Display Advertising
Introduction: According to the Wireless Association’s Website (www.ctia.org), there were approximately 255.4 million American wireless subscribers, representing a...
Journey to Middle Earth - Webscraping the Lord of the Rings
The Lord of the Rings is an epic high fantasy novel written by English author and scholar J....
Team Machine Learning Project
A quick introduction Kaggle is a sort of data science candyland in which one can pick and choose...
Kaggle Competition : Predicting House Prices in Ames, Iowa
In recent years, machine learning has been successfully deployed across many fields and for a wide range of...
How to Recommend Pet Food Product from Unsupervised Learning
Market  Overview Sales of pet food in the US has increased by 40 percent for the first quarter...
Unsupervised dimension reduction and clustering to process data for pooled regression models
Abstract: Unsupervised PCA and hierarchical clustering methods were used to group observations according to 41 dimensions of descriptive categorical...
Visualizing Data from the British Geological Survey
Minerals are a ubiquitous part of daily life. So much so, it is likely that you are touching...
A.I. Development for Two Sigma Halite II Challenge
Introduction Halite is an open source artificial intelligence programming challenge, created by Two Sigma, where players build bots...
Predicting Customer's Drink of Choice From Real-Time Image Capture
Introduction Our team had the privilege of collaborating with the data science team of one of the largest...
Housing Prices in Ames, Iowa: Kaggle's Advanced Regression Competition
Introduction Residential real estate prices are fascinating... and frustrating. The homebuyer, the home-seller, the real estate agent, the...
Predicting Iowa House Prices using Supervised Machine Learning Algorithms
Authors: Daniel Park, Dimitri Liakhovitski, Gwen Fernandez, & Henry Crosby NYC Data Science Bootcamp, November 2017 Project Background...
Analyzing and Predicting European Soccer Match Outcomes
Introduction Soccer, in my opinion,  is not only  the most popular but  the  best sport in the world....

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