Posts within category: Machine Learning

Increasing Countries' Happiness
This project is devoted to the important topic of country development and happiness. I found two interesting data...
Allstate Auto Insurance Claims Severity Prediction
Introduction The aim of the Allstate Claim Severity project is twofold, first to predict the severity of insurance...
Identifying "Fake News" With NLP
Introduction What is fake news? We’ve all heard of it, but it is not always easy to identify....
Protected: Zillow Zestimate Competition
Home value prediction is one of the most complicated and business oriented data science project topic. Reaching out...
Employee Attrition Analysis
Introduction Attrition is a common issue that every company has to deal with. The goal of the HR analytics project...
Allstate Claims Severity - Predictive Analytics
Introduction Allstate claims severity was a Kaggle competition that was open in 2016. The objective of this competition...
Home Depot Product Search Term Relevance
Introduction: Machine Learning technology has opened a world of possibilities that I find fascinating. . Thanks to the...
Real time Yelp reviews analysis and response solutions for restaurant owners
Motivation Before trying a new restaurant, we frequently consult with review platforms, such as Yelp, Zomato, or Google,...
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...
Zillow Zestimate Competition - Team Alpha
Introduction For most people, buying a home is the single largest investment they will make during their life....
The Zillow Zestimate Kaggle Competition
1. INTRODUCTION Zillow is an online real estate database with data on homes across the United States. One...
Analysis of Annual Stock Return by Evaluating 10-K Filings
In this web scraping project, I was focusing on the web scraping of the 10-K filings of all...
Machine Learning Kaggle Competition-Mission Zillow
[All authors contributed equally to this blog] 1 Overview In the year 1959, Arthur Samuel, a pioneer in...
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...

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