Capstone

Predicting clicks in mobile advertising: An experiment

Introduction  Advertising is a multi-billion dollar industry that acts as a bridge between companies and their customers. While most people are conscious of the ads around them, they likely underestimate the power of those ads and the influence of advertising in general. Research suggests that simply making someone aware of products, events, and brands increases […]

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Posts within category: Machine Learning

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...
Michael Chuang
Posted on January 22, 2018
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...
Hans Lau
Shubh Varma
Ilyas Shomayev
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Posted on January 20, 2018
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....
Posted on January 9, 2018
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...
Team Machine Learning Project
A quick introduction Kaggle is a sort of data science candyland in which one can pick and choose...
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...
Kathryn Bryant
Paul Ton
QUENTIN PICARD
Hans Lau
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Posted on November 20, 2017
Kaggle Competition : House Pricing in Ames, Iowa
With the breakthrough of Machine Learning in recent years, it has seen rapid and successful deployment across many...
Chung Meng Lim
Wing Yan Sang
Theo Kwanga
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Posted on November 19, 2017
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...
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...
Summer Sun
Posted on November 7, 2017
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....
Efezino Erome-Utunedi
Posted on October 18, 2017
Increasing Countries' Happiness
This project is devoted to the important topic of country development and happiness. I found two interesting data...
Posted on October 12, 2017
Real time Yelp reviews analysis and response solutions for restaurant owners
Motivation Before trying a new restaurant, we frequently consult with review platforms, such as Yelp, Zomato, or Google,...
Yu-Han Chen
and
Posted on September 29, 2017
Allstate Auto Insurance Claims Severity Prediction
Introduction The aim of the Allstate Claim Severity project is twofold, first to predict the severity of insurance...
Posted on September 26, 2017
Zillow Prize: Competing to Improve the Zestimate
Introduction Zillow is a popular online real estate and rental marketplace dedicated to providing customers with data to...
Identifying "Fake News" With NLP
Introduction What is fake news? We’ve all heard of it, but it is not always easy to identify....
Julia Goldstein
and
Posted on September 18, 2017
Zillow Zestimate Competition - Team Alpha
Introduction For most people, buying a home is the single largest investment they will make during their life....
Yiming Wu
Stefan Hainzer
Summer Sun
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Posted on September 18, 2017
Protected: Zillow Zestimate Competition
Home value prediction is one of the most complicated and business oriented data science project topic. Reaching out...
Mustafa Koroglu
Posted on September 15, 2017
The Zillow Zestimate Kaggle Competition
1. INTRODUCTION Zillow is an online real estate database with data on homes across the United States. One...
Yu-Han Chen
Julia Goldstein
Andre Toujas
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Posted on September 15, 2017
Employee Attrition Analysis
Introduction Attrition is a common issue that every company has to deal with. The goal of the HR analytics project...
Posted on September 11, 2017