Posts within category: Machine Learning

Quant Screening Backtesting: Turnaround Stocks
Introduction: What are turnaround stocks? Turnaround investing is the process of looking for investment opportunities in down-and-out companies...
Renthop: predicting interest level for rental listings
Renthop is a New York based apartment listing website. It uses an innovative algorithm to sort and present...
Machine-Learning with Renthop
 Introduction: Machine-Learning Predictions for Apartment Listings For this project, we took on the Two Sigma Connect: Rental Listing Inquiries Challenge on...
Understanding Class Imbalance and Ensemble Modeling in the Two-Sigma Connect: Rental Listing Inquiries
Introduction The Two-Sigma connect challenge was to predict interest-level—high, medium, or low—of RentHop apartment listings in the New...
Predicting Interest for NYC Apartment Rental Listings - A Guideline For Landlords and Agents
The objective of the following research is to predict the number of inquiries a new listing receives in...
Kaggle Competition: House Price Prediction 2017
Contributed by Wann-Jiun Ma and Sharan Naribole. They are currently attending the NYC Data Science Academy Online Data Science...
NINKASI: Beer Recommender System
Click here for the Ninkasi Web App Introduction An ubiquitous drink throughout the ages, beer is the source of...
Automated Essay Grader App with NLP
In 2016, it was estimated that over four million standardized exams were administered with an essay section. The...
KnoWhere: An App for Automatically Profiling your Commute using Smart Phone Sensor Data
Introduction The commute is a great equalizer. Regardless of location or income, nearly 95% of working Americans use a car or...
Renthop Kaggle Competition: Team Null
Contributed by: Scott Edenbaum, Ray (Xu) Gao, Tommy (Yaxiong) Huang, and Dodge Coates. With educational backgrounds ranging from...
Renthop Kaggle Competition: Team Data Jedys
Introduction This post is about the third of the four projects we are supposed to deliver at the...
American Beers: Scraping data for different American Ales and cheap lagers
Beer is a staple in American culture. Especially in recent years, the American craft beer industry has exploded...
Using Weekly Box Office Numbers to Predict Movie Stocks Sentiment
  The following analysis seeks to shed some light on the opaque world of movie producers and distributors....
Predicting House Sales
 “Half the money I spend on advertising is wasted; the trouble is I don't know which half.” –...

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