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Filtering by: Major Data Science Collections Major Qualifying Projects Subject Industry Subject Project-Based Learning

1. Machine Learning, Image Processing, and Transfer Learning for Handwritten Spreadsheet Digitization

Keyword:: Transfer Learning, Machine Learning, Optical Character Recognition, and Image Processing
Creator:: Norton, Cameron, Langevin, Christopher, Hall, Liam, Patel, Harsh, Haley, Matthew, and Trilling, Elliot
Advisor:: Paffenroth, Randy Clinton and Mangoubi, Oren Rami
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-04-17
Resource Type:: Major Qualifying Project

2. DS MQP 2023 - 2024: Developing a Database for Competitor Data Analysis

Keyword:: Machining Industry, Database, Tableau, Data, Association Analysis, and SQL
Creator:: Thu, Daniel and Haddigan, Kendall
Advisor:: Ngan, Chun-Kit and Emdad, Fatemeh
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-05-01
Resource Type:: Major Qualifying Project

3. FinTech Project B23 - Enhancing Investment Management - Data Science

Keyword:: ChatGPT OpenAI, Data Science, Large Language Model (LLM), Prompt Engineering, Financial Deal Documents, and Azure Data Lake
Creator:: Liao, Maya, Shemesh, Nathan, Amicarella, Dante, and LaRusso, Sarah
Advisor:: Sarnie, Robert, Blais, Marcel Y., Wong, Wilson, and Danke, Manasi
Publisher:: Worcester Polytechnic Institute
Date Created:: 12/13/2023
Resource Type:: Major Qualifying Project

4. FinTech Project B23 - Fidelity - Customer Data Exploration and Analysis with a Geo-Spatial Focus

Keyword:: Power BI, Dashboard, Streamlit-Folium, Asset Mapping, Customer Analytics, and Geo-Spatial
Creator:: Phan, Sandra, Lafond, Jack, and Jerusal, Janette
Advisor:: Sarnie, Robert, Blais, Marcel Y., Danke, Manasi, and Ryan, Jim
Publisher:: Worcester Polytechnic Institute
Date Created:: 2024-01-11
Resource Type:: Major Qualifying Project

5. Analyzing Housing Market Trends with Data and External Factors

Keyword:: Databricks, Seasonal-Trend Decomposition with LOESS (STL), Power BI, ARIMA, Real Estate, and Fintech
Creator:: Proko, Aleksander, Zhu, Yueting, Bolduc, Alex, and Brunelle, Reagan
Advisor:: Blais, Marcel Y., Sarnie, Robert, Elmes, Michael B., and Wong, Wilson
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-12-14
Resource Type:: Major Qualifying Project

6. Worcester IS Fab Lab MQP Blockchain and Machine Learning Report

Keyword:: Filecoin, machine learning, IPFS, fintech, pavement predictions, and blockchain smart contract
Creator:: Morreale, Cameron, Debare, Joshua, Shang, Qingbei, Konadu, Mabel, and Moody, Kelsey
Advisor:: Blais, Marcel Y., Zhang, Haichong, Wong, Wilson, and Sarnie, Robert
Publisher:: Worcester Polytechnic Institute
Date Created:: 2022-12-15
Resource Type:: Major Qualifying Project

7. Analyzing Board Health with Machine Learning

Keyword:: Predictive Maintenance, Outlier Detection, Artificial Intelligence, Machine Learning, Time Series Analysis, and Statistical Analysis
Creator:: Lovering, Joshua, Oshiro-Leavitt, Clay N., Tang, Bryson M., and Frith, Suverino L.
Advisor:: Lee, Kyumin
Publisher:: Worcester Polytechnic Institute
Date Created:: 2021-03-24
Resource Type:: Major Qualifying Project