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Posts with tag: python machine learning

Machine Learning
Machine Learning - Predicting Housing Prices in Ames, Iowa
by
Feb 7, 2020
Project Code | Presentation | Slides Introduction "Housing - humanity's simple, yet complex and timeless paradigm. Families and individuals, buyers...
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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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Capstone
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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Alumni
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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Alumni
Pair Trading and VAR analysis applied to Energy Stocks
by
Oct 18, 2019
This post is a summary of the research paper project created for CQF Institute. If you prefer to...
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Machine Learning
House Prices: Advanced Regression Techniques
by , and
Sep 26, 2019
Introduction: A house is usually the single largest purchase an individual will make in their lifetime. Such a...
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Machine Learning
IOWA House Price Prediction Kaggle Competition
by and
Jun 10, 2019
Advanced Machine Learning Techniques The Competition Probably, one of the most popular competitions on Kaggle is the house...
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Capstone
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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Alumni
NBA Success
by
Dec 11, 2019
Motivation Over the last decade the NBA always seems to be dominated by the same franchises. Most recently,...
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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
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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Capstone
Predicting Congestive Heart Failure
by , and
Oct 15, 2019
Introduction & Motivations What if humans could battle disease before it even occurred?Indeed, disease prediction is one of...
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Student Works
Power of a Linear Regression model: Predicting house prices in Ames, Iowa
by , and
Jun 13, 2019
Introduction One might wonder what drives the price of a house? Is it the neighborhood? The size of...
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Machine Learning
Housing Price Predictions Using Advanced Regression Techniques
by and
Jun 3, 2019
Introduction  When confronted with numerous predictors and a heterogeneous dataset, accurately predicting a response variable can be a...
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