Posts within category: Machine Learning

Predicting Ames, Iowa Housing Sale Price (Machine Learning)
Introduction The purchase of houses is something that most of us will go through at least once in...
kNN Classifier from Scratch (numpy only)
k-Nearest Neighbors is a supervised machine learning algorithm for regression, classification and is also commonly used for empty-value...
What are the most influential predictors of rental and sale price of an apartment? Part 2.
What are the most influential predictors of rental and sale price of an apartment? Part 2. Understanding the...
Predicting the Outcome of Professional Tennis Matches
Introduction Betting on tennis is becoming increasingly popular. As a first step to developing a betting strategy, it...
House Price Prediction using Machine Learning Techniques
  INTRODUCTION This project was conducted to predict house prices in the city of Ames, Iowa using machine...
House Prices: Advanced Regression Techniques
Introduction: A house is usually the single largest purchase an individual will make in their lifetime. Such a...
What We Learns From Scoring Top 16% on Housing Price Predictions Kaggle Challenge
Introduction In this article, we outline an approach to feature selection and engineering and machine learning modeling that...
Machine Learning Project III ~ Ames, Iowa Housing Prices
Ames, Iowa ~ Machine Learning Project III By Aaron Festinger, Xingwang Chen, Yan Mu & Alex Guyton The buying and selling...
Don't Underestimate OLS & Intuition!
Amongst all the modeling tools available, Ordinary Least Squares (OLS) is often overlooked, as it is overshadowed by...
Kaggle Fraud Detection
As a group we completed the IEEE-CIS (Institute of Electrical and Electronic Engineers) Fraud Detection competition on Kaggle....
Help Your Business: Sentiment Analytics
I decided to apply sentiment analytics to understand how to go about improving customer targeting optimizing conversions. In...
Bitcoin Signal Analysis
Introduction The purpose of this capstone project was to evaluate the efficacy of a neural net-based approach to...
Machine learning Housing Sale Price Prediction
Introduction The purpose of this project is to build a model to accurately predict the sale price of...
Laptop Recommendation Machine Learning System
Have you wonders what makes a laptop expensive? Which specs have the most significant impact on the price?...

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