Posts within category: Machine Learning

Which Kickstarter projects reach their funding goals?
Summary I looked at the latest data from the crowdfunding site Kickstarter to analyse trends in project success,...
Can scraping and NLP techniques aid your understanding of the ML research landscape?
Spoiler: a little, but you still need to read the research! Thirty-second summary I used a web scraper...
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...
Predict Iowa Housing Prices
Introduction With 79 explanatory variables (36 is quantitative, 43 categorical) describing almost every aspect of residential homes in...
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 NICU Admissions and CCHD
The Center for Disease Control and Prevention annually publishes selected characteristics for all birth and pregnancy-related events for independent...
Machine Learning - Iowa House Price Prediction
Introduction The aim of this machine learning project is to  predict the sales prices of different homes based...
My First Machine Learning Project
The Beginning of My Machine Learning Journey  In this blog I will walk-through how my teammates (Aron, Ashish,...
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...
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....

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