Posts with tag: feature engineering

IOWA House Price Prediction Kaggle Competition
Advanced Machine Learning Techniques The Competition Probably, one of the most popular competitions on Kaggle is the house...
Predicting House Prices in Ames, Iowa Using Advanced Machine Learning
GitHub Introduction The aim of this project was to predict house prices in Ames, Iowa as part of...
Non-Opioid Analgesics - Web Scraping for Market Analysis
Background With the opioid crisis in full swing, the pharmaceutical industry has been under pressure to bring non-opioid...
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...
Housing Price Predictions Using Advanced Regression Techniques
Introduction  When confronted with numerous predictors and a heterogeneous dataset, accurately predicting a response variable can be a...
Betting on Horse Racing
I. INTRODUCTION "Founded in 1884, the Hong Kong Jockey Club is one of the most treasured—and lucrative—legacies of...
Predicting House Prices Using Machine Learning
Introduction Our machine learning project was a Kaggle competition for predicting home prices in Ames, Iowa. The dataset...
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...

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