Posts with tag: feature engineering

Predicting Stock Movement of Hang Seng's Components
Introduction This post is about the capstone project we are supposed to deliver at the end of the NYCDSA...
Allstate Auto Insurance Claims Severity Prediction
Introduction The aim of the Allstate Claim Severity project is twofold, first to predict the severity of insurance...
Redefining Cancer Treatment: Predicting Gene Mutations to Advance Personalized Medicine
Introduction and Project Scope One of the most exciting frontiers for machine learning is the field of medical...
A Walk-Through The Kaggle Allstate Insurance Claim Challenge
Can you predict my financial pain? In a way, Allstate was asking this question via a Kaggle Challenge...
Kaggle's Allstate claims severity data challenge
Kaggle had a competition called Allstate claims severity. Allstate provided the training and test data that contained continuous...
The Business Case to Scale CatskillProvisions.com
  BACKGROUND: CatskillProvisions.com  Catskill Provisions is a tale of two businesses.  The first being a wholesaler who sells...
Renthop Kaggle Competition: Team Null
Contributed by: Scott Edenbaum, Ray (Xu) Gao, Tommy (Yaxiong) Huang, and Dodge Coates. With educational backgrounds ranging from...
House Price Prediction with Creative Feature Engineering and Advanced Regression Techniques
Can you imagine that a house can be described with 79 explanatory variables covering (almost) every aspect of...
Zillow Zestimate Competition - Team Alpha
Introduction For most people, buying a home is the single largest investment they will make during their life....
Kaggle competition (top 3% ): Optimizing Russian housing price prediction by a deep dive into the model selection and feature engineering
Russian Housing Market  The goal of Kaggle Competition is to predict Moscow's housing prices provided by Sberbank by machine...
A Data Scientist's Guide to Predicting Housing Prices in Russia
Sberbank Russian Housing Market A Kaggle Competition on Predicting Realty Price in Russia Written by Haseeb Durrani, Chen...
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...
Kaggle Renthop
Contributed by Royce Ho and Tingting Chang. They are currently in the NYC Data Science Academy 12 week full time Data Science...
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...

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