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Posts within category: Machine Learning
Machine Learning
Using Predictive ML to value Basement Renovation Projects
by
Apr 26, 2022
[__working draft__ ] What is the Goal of this Project? This project focuses on developing an ML model...
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Machine Learning
Capstone Project: Iowa Liquor Sale Analysis
by , , and
Apr 15, 2022
Background Introduction Alcohol consumption by humans has been recorded as early as 5500 BC in Iran. Liquor products...
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Machine Learning
Ames House Pricing: A Study of Regression
by , , and
Mar 24, 2022
Introduction & BackgroundReal estate transactions are fraught with anxiety because neither the seller nor the buyer wants to...
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Machine Learning
Predicting House Prices with Data
by
Mar 5, 2022
Background Jones Inc. is a hypothetical real estate agency/development company that wants a model to predict housing prices...
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Machine Learning
Forecasting Zillow Rent Index in California
by , , and
Jan 29, 2022
GitHub Authors: Karl Lundquist, Cherie Wang, David Kressley & Ayelet Hillel Introduction                This project was conducted in...
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Machine Learning
Creating an End-to-End Machine Learning Pipeline for a Nation-wide Homebuilder
by , and
Jan 11, 2022
Background A nation-wide home construction company in operation for over 50 years approached our data science team to...
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Machine Learning
Predicting Customer Churn Using Python
by
Jan 10, 2022
Introduction Companies incur a big loss on customer churn, also, known as attrition; which is defined as the...
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Machine Learning
Renovate it or Sell as is? A Machine Learning Project to Predict House Sale Price
by
Apr 22, 2022
Blog Headline Photo by Kindel Media from Pexels The Take-Aways This project explored regression techniques for predicting house sale price using...
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Machine Learning
Predicting Citi Bike Trip Demand
by , and
Mar 30, 2022
How we analyzed the Citi Bike dataset and predicted ridership based on seasonality and weather using an LSTM...
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Machine Learning
Predicting Property Sale Values in Ames, Iowa
by , and
Mar 9, 2022
The Ames housing dataset is famous as an open Kaggle competition and for its use in undergraduate statistics...
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Machine Learning
Ames House Prices Prediction with the Help of Data
by
Feb 10, 2022
Thanks to the advances of technology, people can explore almost everywhere online. Based on data collected, when it...
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Machine Learning
Used car price prediction with R
by
Jan 25, 2022
Objective This project was to find a multiple linear regression model by using R from a given used...
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Machine Learning
Machine Learning for Home Improvement: Predicting House Price After Renovation
by , and
Jan 11, 2022
Extracting new value from the old Ames housing dataset Motivation Data Science in the Real Estate sector has...
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Machine Learning
Solving Citi Bike's Rebalancing Problem
by , , and
Jan 4, 2022
Introduction As of 2020, the global bike sharing market was valued at 3 billion USD. Bike sharing attempts...
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