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Blais, Marcel Y.
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Using Intermarket Data to Evaluate the Efficient Market Hypothesis with Machine Learning
Keyword:
intermarket analysis
,
technical analysis
,
efficient market hypothesis
,
machine learning
, and
financial forecasting
Creator:
Diamond, Benjamin
and
Perkins, Grant
Advisor:
Sturm, Stephan
,
Liu, Xiaozhong
, and
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-10-25
Resource Type:
Major Qualifying Project
Development of Predictive and Prescriptive Analytical Models Using Customer, Revenue, and Usage Data
Keyword:
Random Forests
,
Decision Trees
,
Customer Lifetime Value
,
Predictive Analytics
,
Churn Prediction
, and
Machine Learning
Creator:
Wu, Shiyu
,
Bazakas-Chamberlain, William
,
O'Connor, Michael
, and
Kihu, Abigael
Advisor:
Sarnie, Robert
,
Blais, Marcel Y.
,
Wong, Wilson
, and
Pins, George D
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-14
Resource Type:
Major Qualifying Project
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
Fidelity: AI Based Anomaly Detection
Keyword:
Classification and Regression Decision Trees (CART)
,
ARIMA
,
AI Anomaly detection
,
Seasonal Trend Decomposition using LOESS (STL)
,
Snowflake SQL
, and
Financial data
Creator:
Koshkarova, Aruzhan
,
Sirois, Mitchell
,
Kumar, Nathan
, and
Zhou, Austin
Advisor:
Blais, Marcel Y.
,
Sarnie, Robert
, and
Wong, Wilson
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-12-15
Resource Type:
Major Qualifying Project
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
Impact of Intermarket Data on Stock Market Prediction
Keyword:
financial forecasting
,
Forex
,
intermarket analysis
,
bonds
,
futures
, and
machine learning
Creator:
Wright, Jillian
and
Cosma, Brad
Advisor:
Sturm, Stephan
,
Blais, Marcel Y.
, and
Liu, Xiaozhong
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-10-25
Resource Type:
Major Qualifying Project
FinTech Project B21 - Fidelity - Procurement Categorization of the Current Spend Trends
Keyword:
Machine learning
,
Agile Scrum
,
Scikit-Learn
,
Python
,
Natural language processing
, and
Categorization of spend trends
Creator:
Ingram, Neville
Advisor:
Wong, Wilson
,
Blais, Marcel Y.
, and
Sarnie, Robert
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-23
Resource Type:
Major Qualifying Project
Portfolio Optimization Using Reinforcement Learning
Keyword:
Q-Learning
,
Reinforcment Learning
,
Complexity Analysis
,
DDQN
, and
Stock Model
Creator:
Owuor, Hezi
,
Davis, Jason
, and
Schwarzrock, Erich
Advisor:
Sturm, Stephan
,
Paffenroth, Randy Clinton
, and
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2022-03-24
Resource Type:
Major Qualifying Project
FinTech Project B21 - Angelo Gordon - Migration Patterns
Keyword:
WallStreetBets
,
Machine learning
,
sentiment analysis
,
linear regression
,
employment trends
, and
FinTech
Creator:
Gebler, Luke
,
Nicklas, Andrew
, and
Ma, Zhifei
Advisor:
Wong, Wilson
,
Sarnie, Robert
, and
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-14
Resource Type:
Major Qualifying Project
FinTech Project B21 - Fidelity - Procurement Categorization of the Current Spend Trends
Keyword:
Categorization of spend trends
,
Agile Scrum
,
Natural language processing
,
Python
,
Scikit-learn
, and
Machine learning
Creator:
Reneson, Olivia
,
Zeng, Ziqian
, and
Deratzou, Luke
Advisor:
Wong, Wilson
,
Sarnie, Robert
, and
Blais, Marcel Y.
Publisher:
Worcester Polytechnic Institute
Date Created:
2021-12-15
Resource Type:
Major Qualifying Project
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