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Posts with tag: #python

Capstone
The Convenience Factor: How Grocery Stores Impact Property Values
by
Jan 3, 2025
Residential Valuation Using Machine Learning What determines a property’s value? Conventional wisdom often places the blame on market...
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Machine Learning
Pandemic Effects on the Ames Housing Market and Lifestyle
by
Oct 16, 2024
Introduction Purpose The purpose of this project is to assist real estate agents in their service to out-of-town...
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AWS
Automated Data Extraction and Transformation Using Python, OpenAI, and AWS
by
Jun 22, 2024
Introduction In this project, we aim to scrape information from assorted websites, store the unrefined data, utilize OpenAI...
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Machine Learning
Beware of Feature Importance for Business Decisions
by
Apr 11, 2024
Machine learning (ML) prediction models aren’t just used to predict one particular outcome. Sometimes the goal is to...
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Data Visualization
Ames Iowa Home Sale Prediction
by
Mar 7, 2024
Introduction Determining the market value of a home can be a challenging task. To the untrained, the process...
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Machine Learning
Boosting Real Estate Decisions
by
Feb 21, 2024
How can we advise better real estate purchasing decisions in Ames, Iowa? Introduction Buying a house can be...
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Data Visualization
Employee Attrition Analysis
by
Feb 7, 2024
Introduction Employee productivity and efficiency are major areas of focus for many of today’s top corporations. A company...
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Capstone
Acquisition Due Dilligence Automation for Smaller Firms
by
Oct 22, 2024
Introduction Background From 2020 to 2023 approximately 80,000 mergers and acquisitions, worth a net total of $8.8 trillion,...
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Machine Learning
The Ames Data Set: Sales Price Tackled With Diverse Models
by
Aug 26, 2024
A Machine Learning Journey When one thinks of "journey", they think of an experience that has a beginning,...
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Data Visualization
Beyond the Podium: A Global Journey Through Formula 1 History
by
Apr 29, 2024
  Introduction I first got hooked on Formula One during the COVID-19 pandemic. Since 2021, I’ve moved from...
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Capstone
LendingClub Grade Optimization
by
Mar 7, 2024
Introduction In 2007, the startup LendingClub became the first peer-to-peer lending platform to offer registered investors the opportunity...
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Data Visualization
Python Shows Factors Influencing University Retention Rates
by
Feb 27, 2024
Introduction It is often stated that the responsibilities of an institution are to strengthen their academic credentials, provide...
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Python
Python Reveals Tunnel Traffic Patterns in Colorado
by
Feb 16, 2024
Introduction Driving on the I-70 corridor in Colorado between Denver and Vail can be a gamble not just...
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Capstone
Using NLP to Explore Unconventional Targets
by
Jan 16, 2024
Introduction and Data Issues Introduction Extracting information from file content and file pathways presents a challenging task. While...
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