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Data Science
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2023
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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
Exploring the Forward-Forward Algorithm
Keyword:
Layer-wise Learning
,
Forward-Forward Algorithm
,
Neural Network Training
,
Goodness Score Maximization
,
MNIST Dataset Classification
, and
Gradient Descent Alternatives
Creator:
Leonard, Jared
Advisor:
Paffenroth, Randy Clinton
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-12-14
Resource Type:
Major Qualifying Project
CS: MQP: DS: MQP: AI vs. Human: Identify AI-generated text against human-written text
Keyword:
Artificial Intelligence
,
ChatGPT
, and
Machine Learning
Creator:
Capobianco, Marc
,
Shah-Nathwani, Krish
,
Luong, Duong
,
Reynolds, Matthew
, and
Phelan, Charles
Advisor:
Lee, Kyumin
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-08-09
Resource Type:
Major Qualifying Project
CS/DS MQP: Learning Early Warning Alerts for Food Poisoning from Social Media
Creator:
Kwan, Timothy
and
Lapsley, Anne
Advisor:
Mangoubi, Oren Rami
and
Rundensteiner, Elke A.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Major Qualifying Project
Analysis into the use of EMG & AI to unlock a voice for the speech-impaired
Keyword:
Machine Learning
,
EMG
,
Human-Computer Interaction
,
Subvocalization
, and
Biosensing
Creator:
Savoie, Luke
and
Van Steyn, Jacob
Advisor:
Yousefi, Ali
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Major Qualifying Project
MQP CS/DS TS2 Analyze data from wearable devices (like FitBits)
Keyword:
Detection
,
Deep Neural Networks
,
Pathogen
,
Exposure
, and
Interpretability
Creator:
Richards, Maceo
Advisor:
Liu, Xiaozhong
and
Smith, Therese Mary
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-24
Resource Type:
Major Qualifying Project
Understanding and Optimizing Mistake Messages in Mathematics
Keyword:
next problem correctness
,
math anxiety
,
emotional response
,
ASSISTments
,
mistake messages
, and
randomized controlled trial
Creator:
Lin, Shannen
,
Pradhan, Siddhartha
, and
Sandoval-Williams, Chayanne
Advisor:
Heffernan, Neil
and
Shaw, Stacy
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-26
Resource Type:
Major Qualifying Project
Akela Ground Penetrating Radar (GPR) Software Reverse Engineering
Keyword:
Hardware Components
,
Software Components
,
Ground Penetrating Radar
,
Optimal Irrigation
,
Agriculture
, and
Akela Radar
Creator:
Palmieri, Ravi
Advisor:
Zekavat, Seyed A.
and
Petkie, Douglas Todd
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Major Qualifying Project
Nonlinear Dimension Estimation for Cryptocurrency Data
Keyword:
Cryptocurrency
,
Dimension Estimation
,
Intrinsic Dimension
, and
Neural Network
Creator:
Rajotte, Benjamin
,
Layne, Harrison
,
Tavares, Taenler
, and
Peterson, Cole
Advisor:
Wang, Fangfang
and
Sturm, Stephan
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Major Qualifying Project
Multi-Class Classification of Bets and Parlays for DraftKings Sportsbook
Keyword:
Recommendation
,
Clustering
,
Sports
,
Parlay
,
Multi-class Classification
, and
Machine Learning
Creator:
Tomko, Cameron
,
Fredo, Jack
,
Dieselman, Ryan
,
Lombardi, Jackson
, and
Casey, Grace
Advisor:
Brown, Donald R.
Publisher:
Worcester Polytechnic Institute
Date Created:
2023-04-27
Resource Type:
Major Qualifying Project
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