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Posts within category: Capstone
Capstone
Catching Fraud in the Healthcare System
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May 1, 2025
Catching Healthcare Fraud: A Data‑Science Walk‑Through The High Cost of Fraud The U.S. Department of Justice (DOJ) created...
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Capstone
Healthcare Fraud Detection Using Machine Learning
by
Mar 21, 2025
Introduction Healthcare fraud is a major concern for healthcare providers, insurers and governments worldwide. It involves illegal activities,...
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Capstone
The Convenience Factor: How Grocery Stores Impact Property Values
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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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Capstone
Decoding Corporate Conversations: Analyzing Q&A Text and 8K Filings
by
Apr 26, 2024
Understanding 8-K Filings: A Dive into Corporate Events In the dynamic realm of finance, staying abreast of corporate...
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Capstone
LendingClub Grade Optimization
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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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Capstone
Predictions for Everyone with the Price Prediction App: An MLOps Platform
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Jan 10, 2024
Introduction: Deploying a machine learning classifier to predict future price movement of financial assets can involve a lot...
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Capstone
Segmenting Customers with Predictive CLV
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Jul 28, 2023
Imagine having the ability to precisely quantify the value of different customer segments to a business. This concept...
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Capstone
Machine Learning for Fraud Detection in Healthcare
by
-Apr 4, 2025
Introduction Healthcare fraud costs billions of dollars annually. Fraudulent providers overcharge insurance, submit inflated claims, or game the...
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Capstone
Predicting the Unpredictable: Revolutionizing E-commerce Delivery with Machine Learning
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-Feb 28, 2025
Introduction In today's hyper-competitive e-commerce landscape, delivery time has emerged as a critical differentiator for customer satisfaction and...
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Capstone
Acquisition Due Dilligence Automation for Smaller Firms
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-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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Capstone
Detecting Pneumonia from Chest X-Rays: A Deep Learning Approach
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-Mar 25, 2024
Pneumonia, a common respiratory infection characterized by inflammation of the lungs, continues to be a leading cause of...
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Capstone
Using NLP to Explore Unconventional Targets
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-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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Capstone
Identifying Chip Fail Patterns with CNNs
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-Nov 24, 2023
Introduction Many industries monitor their production yields to find areas of improvement and inform  their business decisions, and...
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Capstone
Demographic-Based Real Estate Investing
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-Jun 17, 2023
Presentation Video https://www.youtube.com/live/pXDmhXNgKR8?feature=share&t=3044 GitHub App Contact Brian Contact Jason Introduction Organizations are constantly seeking new ways of leveraging...
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