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Purdue Athletics - Digital Engagement Analytics
Closed for Registration- Lecture time: Tuesday: 13:30:00 - 14:20:00 ET
- Lab time: Thursday: 13:30:00 - 15:20:00 ET
- Domain: University
- Keywords: Digital Marketing, Email, Fan Engagement, Mobile Application, Performance Analytics, Social Media, Website
- Tools: Python, R, Shiny App, Tableau
- Citizenship: Open to all students
Summary
The primary focus of this project will be the continued creation and implementation of analytical tools & visuals to assist the Purdue Athletics Department with ongoing monitoring of digital engagement metrics.
IntelinAir - Monitoring Forest and Waterbody Health from Remote Sensing Imagery
Closed for Registration- Lecture time: Tuesday: 15:30:00 - 16:20:00 ET
- Lab time: Thursday: 15:30:00 - 17:20:00 ET
- Domain: Digital Agriculture
- Keywords: Agriculture, Big Data, Computer Vision, Deep Learning, Forestry, Remote Sensing, Sustainability
- Tools: Agritech Industry Specifics, AWS, Docker, Git, Python, Pytorch, Tensorflow
- Citizenship: Open to all students
Summary
The focus of this project is around assessing and monitoring the health of forests and waterbodies by using multispectral imagery combined with public data sources to produce better analysis.
Sandia (AESOP) - Analytically Extrapolating Strategies of Opponents from Play-data
Closed for Registration- Lecture time: Monday: 09:30:00 - 10:20:00 ET
- Lab time: Friday: 09:30:00 - 11:20:00 ET
- Domain: Game
- Keywords: Conflict Research, Game Theory, Online Games, Wargaming
- Tools: Data Analysis Process Architectures, Machine Learning, Python
- Citizenship: U.S. Citizens Required
Summary
Work to develop and apply data analytic methods, tools, and techniques that utilize data sets from experimental wargames, and related data generating processes.
Ingenii - Quantum Machine Learning
Closed for Registration- Lecture time: Monday: 09:30:00 - 10:20:00 ET
- Lab time: Friday: 09:30:00 - 11:20:00 ET
- Domain: Research and Development
- Keywords: Drug Research and Development, Genomics, Machine Learning, Quantum Computing
- Tools: Python
- Citizenship: Open to all students
Summary
***GRADUATE STUDENTS ONLY *** Project Goal: Build out a quantum machine learning algorithm for predicting more accurate drug discovery
Mursix - Manufacturing Wait Times
Closed for Registration- Lecture time: Thursday: 13:30:00 - 14:20:00 ET
- Lab time: Tuesday: 13:30:00 - 15:20:00 ET
- Domain: Manufacturing
- Keywords: Logistics and Supply Chain, Manufacturing
- Tools: Manufacturing Industry Specifics, R, SQL
- Citizenship: Open to all students
Summary
***Must be enrolled in Krannert’s Master of Science in Business Analytics and Information Management (MSBAIM) program*** Determine Mursix’s current Wait Time through data analytics.
Merck - Natural Language Processing
Closed for Registration- Lecture time: Monday: 13:30:00 - 14:20:00 ET
- Lab time: Friday: 13:30:00 - 15:20:00 ET
- Domain: Health
- Keywords: Assay Optimization, Bioanalytical Assay Development, Drug Research and Development, Machine Learning, NLP, Systematic literature review
- Tools: AWS, NLP, Python, SQL
- Citizenship: Open to all students
Summary
***Must have NLP experience*** This project will focus on mining experimental conditions from biomedical literatures by natural language processing (NLP) to guide assay optimization for new drug candidates.
IU Health - How do Covid-19 pandemic years affect surgery volume forecasting?
Closed for Registration- Lecture time: Friday: 09:30:00 - 10:20:00 ET
- Lab time: Monday: 09:30:00 - 11:20:00 ET
- Domain: Health
- Keywords: Covid, Forecasting, Pandemic, Prediction, Satellite Imagery, Surgery, Volume
- Tools: Azure, Machine Learning, Power BI, Python, SQL
- Citizenship: Open to all students
Summary
As healthcare operations move back to a normal state, hospitals and surgery centers will need to forecast volumes for planning, scheduling, and staffing purposes.
Inogen - Portable Oxygen Concentrator (POC)
Closed for Registration- Lecture time: Friday: 13:30:00 - 14:20:00 ET
- Lab time: Monday: 13:30:00 - 15:20:00 ET
- Domain: Health
- Keywords: Behavioral Analytics, Comparative Analysis
- Tools: AWS, Python, SQL, SQL Server
- Citizenship: Open to all students
Summary
Analysis of AWS Cloud and SQL Server data regarding patient usage of a portable oxygen concentrator.
Microsoft - Minecraft Social Media Impact
Closed for Registration- Lecture time: Monday: 13:30:00 - 14:20:00 ET
- Lab time: Friday: 13:30:00 - 15:20:00 ET
- Domain: Game
- Keywords: Data Analytics, Engagement, Games, Machine Learning, NLP, Video Games
- Tools: Azure, Jupyter, Python, Spark
- Citizenship: Open to all students
Summary
Understanding the holistic relationship of players to Minecraft via Twitter, Reddit, YouTube, and Twitch.
Webee - Energy and Sustainability Monitoring
Closed for Registration- Lecture time: Tuesday: 09:30:00 - 10:20:00 ET
- Lab time: Thursday: 09:30:00 - 11:20:00 ET
- Domain: IoT
- Keywords: Carbon Footprint Reduction, Data Analysis, Energy Management, Sustainability
- Tools: Azure IoT, Chirpstack, Energy Consumption, LoRa, LoRaWAN, Machine Learning, MongoDB, Power Factor, Python, R, Sustainability Considerations in the Industry
- Citizenship: Open to all students
Summary
Identifying carbon footprint reduction opportunities