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Posts with tag: gbm

Machine Learning
Data Housing Price Predictions Using Advanced Regression
by and
Jun 3, 2019
Introduction  When confronted with numerous predictors and a heterogeneous dataset, accurately predicting a response variable can be a...
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Machine Learning
Allstate Auto Insurance Claims Severity Prediction
by
Sep 26, 2017
Introduction The aim of the Allstate Claim Severity project is twofold, first to predict the severity of insurance...
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Machine Learning
Machine Learning Kaggle Competition-Mission Zillow
by , , and
Aug 29, 2017
[All authors contributed equally to this blog] 1 Overview In the year 1959, Arthur Samuel, a pioneer in...
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Capstone
Predicting Profit Warnings: NLP applied to Conference Call Transcripts Analysis
by
Jul 31, 2017
The objective of the following research is to introduce the reader into NLP (Natural Language Processing) and how...
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Capstone
Data Study on U.S. Residential Energy Use
by
Jun 1, 2017
The skills the author demoed here can be learned through taking Data Science with Machine Learning bootcamp with...
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Capstone
Property Casualty Loss Cost Data Type Case Study
by and
Jul 5, 2016
Contributed by Ruonan Ding, Frank Wang. They are currently in the NYC Data Science Academy 12 week full time Data Science...
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Machine Learning
Higgs Boson Kaggle Machine Learning Competition
by , , and
Jun 12, 2016
Contributed by Wanda Wang, Rob Castellano, and Ho Fai Wong. They are currently in the NYC Data Science Academy...
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Big Data
House Price Prediction with Creative Feature Engineering and Advanced Regression Techniques
by , , , and
Mar 25, 2018
Can you imagine that a house can be described with 79 explanatory variables covering (almost) every aspect of...
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Machine Learning
Zillow Prize: Competing to Improve the Zestimate
by , , and
Sep 19, 2017
Introduction Zillow is a popular online real estate and rental marketplace dedicated to providing customers with data to...
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Capstone
Credit Card Fraud Detection
by
Aug 4, 2017
Introduction One of the major pain points for the credit card industry has been to accurately find potential...
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Data Visualization
A Data Scientist's Guide to Predicting Housing Prices in Russia
by , and
Jun 12, 2017
Sberbank Russian Housing Market A Kaggle Competition on Predicting Realty Price in Russia Written by Haseeb Durrani, Chen...
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Big Data
Predicting Interest for NYC Apartment Rental Listings - A Guideline For Landlords and Agents
by , , and
Mar 7, 2017
The objective of the following research is to predict the number of inquiries a new listing receives in...
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Machine Learning
Higgs Boson Kaggle Case Studies
by
Jul 4, 2016
Contributed by by Ruonan Ding, Frank Wang and Joseph Wang. They are currently in the NYC Data Science Academy 12 week full...
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Machine Learning
Higgs Boson Machine Learning Challenge
by , , and
Jun 10, 2016
Contributed by by Belinda Kanpetch, Taraqur Rahman, Steven Ginzberg and Michael Winfield.  They are currently in the NYC Data Science Academy 12 week...
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