There is an urgent need to develop models that can inform policy makers, as well as the general public, in responding to the COVID-19 pandemic. An interdisciplinary coalition hosted by the American Family Insurance Data Science Institute is rapidly curating information.
Are you looking for campus data and computing resources to support your research? Interested in starting new collaborations with data scientists and other researchers on campus? Looking for training in data and computing skills? The Data Science Hub's team of expert facilitators provides consultations and training.
UW-Madison offers a BA/BS in Data Science in the College of Letters and Science. Additionally, many Master's and Ph.D. programs on campus involve data science. This website is your starting point to explore majors and courses in data science at UW-Madison.
Faces of Data Science
“Data science can help make the world a better place when it is used for the greater good, such as to provide insights that can help improve healthcare and fight poverty, racism, and other challenges we face as a society.”
Assistant professor, Department of Obstetrics and Gynecology, School of Medicine and Public Health
Joint appointment in Biostatistics and Medical Informatics
Co-Director, Carbone Cancer Center’s Cancer Informatics Shared Resources
Member, Center for Human Genomics and Precision Medicine
Irene Ong finds excitement in teasing out findings from data, as it satisfies her curiosity. To her, it’s like solving a mystery, as data science can provide insights for informed decisions. She uses statistical and machine-learning methods to understand how immune systems develop, how to prevent allergic and infectious diseases, and which drugs to recommend for cancer treatment, all with the goal of keeping people healthy. Her work includes examining the development of healthy immune systems in rural farm and non-farm children, including Amish children, to better understand what farm life can teach us about the development of healthy immune systems. She’s also profiling antibodies specific to the SARS-CoV-2 virus and looking for patterns of COVID-19 responses in rural and urban children.
Irene received an American Family Funding Initiative award to develop a method for learning causal relationships from data. While this method will be applied to discovering the environmental factors that cause or prevent allergic diseases, this work can also be used to incorporate causal learning into other domains.
Data science is an emerging field that is roughly defined as the study, development, and application of methods that reveal new insights from data, which include numbers, text, images, graphs, sounds, code, and metadata. This website provides an inclusive data science portal to guide people to relevant resources and activities at UW-Madison.
As data reshapes our world, UW–Madison brings the power of data science to every field of study. The future path of data science will be shaped by insights from all disciplines.