Posts with tag: random forest

Using Machine Learning to Build a Predictive Model for House Prices
Introduction The purpose of this project was to build a model to predict housing prices in Ames, Iowa...
Kaggle's Competition: Predicting Housing Prices in Ames, Iowa
Introduction Kaggle.com is a website designed for data scientists and data enthusiasts to connect and compete with each...
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...
Predicting Housing Tax with Machine Learning Models
Californians who buy a house often experience sticker shock when they get their property tax bill. The reason...
From Khrushchev to Kaggle: The Russian Real Estate Market
In April 2017, Sberbank, Russia’s oldest and largest bank, created a Kaggle competition with the goal of predicting...
Predicting housing prices in Russia
Predicting housing prices in Russia Sberbank, Russia's largest bank, published housing data on Kaggle in early 2017. The...
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...
Increasing Countries' Happiness
This project is devoted to the important topic of country development and happiness. I found two interesting data...
Zillow Prize: Competing to Improve the Zestimate
Introduction Zillow is a popular online real estate and rental marketplace dedicated to providing customers with data to...
Machine Learning Kaggle Competition-Mission Zillow
[All authors contributed equally to this blog] 1 Overview In the year 1959, Arthur Samuel, a pioneer in...
Credit Card Fraud Detection
Introduction One of the major pain points for the credit card industry has been to accurately find potential...
Creating a Real-time Streaming Analytical Platform to manage social media marketing campaign
Motivation and Vision The goal of the project was to provide actionable, scalable and data-driven insights to marketing...
Automating Wikipedia's Manual Processes
"If I download a copy of Wikipedia onto my computer, is my machine any smarter?... Of course not: my...

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