Machine Learning
DSI and Anthropology project aims for largest image-based survey of archeological features and sites in America
Jan. 24, 2023—Vanderbilt’s Steven Wernke, an Associate Professor of Archeology, is working with the Data Science Institute on a project using satellite imagery and deep learning to produce the largest image-based survey of archeological features in all of the Americas. Archaeologists have faced perennial problems of scale and representation, struggling to match the scale of analysis to...
Apply for Citadel Securities’ Midwest Datathon and Midwest Regional Terminal Live for a chance at $15,000
Jan. 18, 2023— Applications are now open for Citadel Securities’ Midwest Regional Datathon and Midwest Regional Terminal Live challenge. At stake in both challenges is $15,000 in cash prizes and exclusive recruitment opportunities with Citadel. The Midwest Regional Datathon is a data science competition challenging students from the best universities in the region to take on real-world...
Using deep learning to improve dialogic questioning for new readers: AI Deep Dive Jan. 13
Jan. 10, 2023—Professor of Psychology Dr. Georgene Troseth has researched for years how artificial intelligence could help parents use dialogic questioning when reading with their children. Advances in data science could now make Dr. Troseth’s vision a reality. The project aims to create a model that could scan through a book parents are reading with their children...
Deep Learning in Archaeology: Understanding the Composition of Ancient Mortars
Oct. 27, 2022—Mortar is an essential part of construction, and has been used by builders for centuries. Ancient builders prepared them as members of changing communities of practice. But, to what degree did interactions among contemporaries lead to standardized mortars? Did builders learn from culturally different predecessors? In partnership with the Vanderbilt Data Science Institute, Dr. Markus...
AI Fridays with the Data Science Institute
Feb. 23, 2022— Do you have data you’d like to use, but aren’t quite sure how to make the most of it? Running into issues with your models, data, or analytical approach and spinning your wheels about what to do? Looking for new partnerships with other people using or interested in data science? Join us Fridays from 11am-3pm...
Escaping Despair: Understanding the Decline in US Life Expectancy
Aug. 25, 2021—The rise in midlife mortality in the United States has been attributed to causes of death including suicide, poisoning/overdose, and alcohol-related liver disease. These cluster of causes, regarded as the deaths of despair, are postulated to reflect an underlying feeling of hopelessness and resulting self-destructive behaviors. However, there is limited research testing whether individual feelings...
Laying Down the Law with Class Action Lawsuits
Aug. 16, 2021—How do judges choose a fair amount for attorney’s compensation in class action lawsuits? Is the decision consistent across similar court cases? Are there quantifiable defining characteristics that form the basis for differentiation in attorneys’ fees awards? Attorney and Milton R. Underwood Chair in Free Enterprise Law Professor Brian Fitzpatrick seeks to answer these questions....
Beating the Stock Market with Machine Learning: Better Algorithms or Better Data? (DSI-SRP)
Aug. 15, 2021—This DSI-SRP fellowship funded Qinlian Yang to work with Dr. Jesse Blocher in the Owen Graduate School of Management during the summer of 2021. Qinlian is a senior with major in Mathematics and minors in Computer Science and Business Administration. The project funded by this fellowship aims to understand how to predict the stock market with enhanced precision using...
Microdebitage Soil Analysis of Tzikin Tzakan Stoneknappers (DSI-SRP)
Aug. 15, 2021—This DSI-SRP fellowship funded Amy Rieth to work in the laboratory of Professor Markus Eberl in the Department of Anthropology during the summer of 2021. Amy is a junior with majors in Anthropology and English. The project funded by this fellowship investigated the effectiveness of two methods of computer-based soil particle sorting methods. This investigation...
Unearthing New Discoveries: Mapping Nacimiento through Soil Samples with Machine Learning
Aug. 11, 2021—What was life like for ordinary citizens in ancient civilizations? What were their activities in their daily lives – walking the same ground that we walk today? Archaeologist and Associate Professor of Anthropology Dr. Markus Eberl seeks to answer these questions for the the small Mayan site of Nacimiento in the Petexbatun region of Guatemala...