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Posts within category: Machine Learning
Machine Learning
Which Kickstarter projects reach their funding goals?
by
Jan 15, 2020
Summary I looked at the latest data from the crowdfunding site Kickstarter to analyse trends in project success,...
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Machine Learning
Can scraping and NLP techniques aid your understanding of the ML research landscape?
by
Jan 5, 2020
Spoiler: a little, but you still need to read the research! Thirty-second summary I used a web scraper...
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Machine Learning
Predicting Loans with Positive ROI
by , , and
Dec 26, 2019
Introduction San Francisco-based LendingClub is a peer-to-peer lending institution founded on Facebook in 2007. It counts as a...
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Machine Learning
Predict Iowa Housing Prices
by and
Dec 12, 2019
Introduction With 79 explanatory variables (36 is quantitative, 43 categorical) describing almost every aspect of residential homes in...
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Machine Learning
Predicting Ames, Iowa Housing Sale Price (Machine Learning)
by , , and
Dec 6, 2019
Introduction The purchase of houses is something that most of us will go through at least once in...
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Machine Learning
kNN Classifier from Scratch (numpy only)
by
Nov 24, 2019
k-Nearest Neighbors is a supervised machine learning algorithm for regression, classification and is also commonly used for empty-value...
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Machine Learning
What are the most influential predictors of rental and sale price of an apartment? Part 2.
by
Nov 4, 2019
What are the most influential predictors of rental and sale price of an apartment? Part 2. Understanding the...
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Machine Learning
Predicting NICU Admissions and CCHD
by , , , and
Jan 7, 2020
The Center for Disease Control and Prevention annually publishes selected characteristics for all birth and pregnancy-related events for independent...
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Machine Learning
Machine Learning - Iowa House Price Prediction
by
Dec 31, 2019
Introduction The aim of this machine learning project is to  predict the sales prices of different homes based...
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Machine Learning
My First Machine Learning Project
by
Dec 16, 2019
The Beginning of My Machine Learning Journey  In this blog I will walk-through how my teammates (Aron, Ashish,...
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Machine Learning
Predicting House Prices from Scraped Exterior Frontal Images
by
Dec 6, 2019
Predicting House Prices from Scraped Exterior Frontal Images House pricing is as much an art as science. There...
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Machine Learning
Machine Learning Project III ~ Ames, Iowa Housing Prices
by , , and
Nov 25, 2019
Ames, Iowa ~ Machine Learning Project III By Aaron Festinger, Xingwang Chen, Yan Mu & Alex Guyton The buying and selling...
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Machine Learning
Don't Underestimate OLS & Intuition!
by and
Nov 22, 2019
Amongst all the modeling tools available, Ordinary Least Squares (OLS) is often overlooked, as it is overshadowed by...
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Machine Learning
Kaggle Fraud Detection
by , , , and
Oct 31, 2019
As a group we completed the IEEE-CIS (Institute of Electrical and Electronic Engineers) Fraud Detection competition on Kaggle....
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