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Posts with tag: feature engineering

Capstone
Identifying Provider Fraud For Healthcare Insurers
by , and
Oct 30, 2020
Photo by Bermix Studio on Unsplash GitHub Repository | LinkedIn: Lucas Kim, Ryan Park, Sita Thomas Background This...
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Machine Learning
IOWA House Price Prediction Kaggle Competition
by and
Jun 10, 2019
Advanced Machine Learning Techniques The Competition Probably, one of the most popular competitions on Kaggle is the house...
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Data Visualization
Predicting House Prices in Ames, Iowa Using Advanced Machine Learning
by , , and
Jun 2, 2019
GitHub Introduction The aim of this project was to predict house prices in Ames, Iowa as part of...
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Data Visualization
Non-Opioid Analgesics - Web Scraping for Market Analysis
by
Aug 12, 2018
Background With the opioid crisis in full swing, the pharmaceutical industry has been under pressure to bring non-opioid...
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Capstone
Predicting Stock Movement of Hang Seng's Components
by
Mar 27, 2018
Introduction This post is about the capstone project we are supposed to deliver at the end of the NYC...
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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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Big Data
Redefining Cancer Treatment: Predicting Gene Mutations to Advance Personalized Medicine
by , , and
Sep 14, 2017
Introduction and Project Scope One of the most exciting frontiers for machine learning is the field of medical...
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Machine Learning
Predicting and Maximizing Home Values for Data Mining Firms
by , and
Sep 28, 2020
Photo by Tom Rumble on Unsplash ​​GitHub Repository | LinkedIn: Lucas Kim, Ryan Park, Sita Thomas Background For...
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Machine Learning
Housing Price Predictions Using Advanced Regression Techniques
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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Capstone
Betting on Horse Racing
by , , , and
Dec 15, 2018
I. INTRODUCTION "Founded in 1884, the Hong Kong Jockey Club is one of the most treasured—and lucrative—legacies of...
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Machine Learning
Predicting House Prices Using Machine Learning
by , , and
Jul 18, 2018
Introduction Our machine learning project was a Kaggle competition for predicting home prices in Ames, Iowa. The dataset...
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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 Zestimate Competition - Team Alpha
by , , and
Sep 18, 2017
Introduction For most people, buying a home is the single largest investment they will make during their life....
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Machine Learning
Kaggle competition (top 3% ): Optimizing Russian housing price prediction by a deep dive into the model selection and feature engineering
by , , and
Jun 22, 2017
Russian Housing Market  The goal of Kaggle Competition is to predict Moscow's housing prices provided by Sberbank by machine...
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