Posts with tag: python machine learning

Machine Learning - Predicting Housing Prices in Ames, Iowa
Project Code | Presentation | Slides Introduction "Housing - humanity's simple, yet complex and timeless paradigm. Families and individuals, buyers...
Predict Iowa Housing Prices
Introduction With 79 explanatory variables (36 is quantitative, 43 categorical) describing almost every aspect of residential homes in...
Predicting House Prices from Scraped Exterior Frontal Images
Predicting House Prices from Scraped Exterior Frontal Images House pricing is as much an art as science. There...
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...
Pair Trading and VAR analysis applied to Energy Stocks
This post is a summary of the research paper project created for CQF Institute. If you prefer to...
House Prices: Advanced Regression Techniques
Introduction: A house is usually the single largest purchase an individual will make in their lifetime. Such a...
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 Loans with Positive ROI
Introduction San Francisco-based LendingClub is a peer-to-peer lending institution founded on Facebook in 2007. It counts as a...
NBA Success
Motivation Over the last decade the NBA always seems to be dominated by the same franchises. Most recently,...
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...
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 Congestive Heart Failure
Introduction & Motivations What if humans could battle disease before it even occurred?Indeed, disease prediction is one of...
Power of a Linear Regression model: Predicting house prices in Ames, Iowa
Introduction One might wonder what drives the price of a house? Is it the neighborhood? The size of...
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...

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