Examines how informatics in the healthcare industry improves patient care, health outcomes, efficiency, quality & evidence-based decision making; evaluates challenges and strategies for healthcare managers in implementing health information systems …
Independent research for undergraduate students enrolled in the BA/BS/MPH 5 year program or other programs that may be related to Public Health or Ethics.
Introducing the questions, methods, and arguments that organize work in the Environmental Humanities (EH), this graduate seminar is open to MA and PhD students from any discipline, including the sciences …
This course explores the premodern through a multidisciplinary and global lens. A series of UVA faculty team-taught modules will treat such topics as travel and trade, the invention of race, …
This interdisciplinary course introduces students to advanced research methods for investigating issues in European Studies. Each student will develop a research proposal and paper on a specific disciplinary topic under …
Understand machine learning fundamentals, cybersecurity, and deep learning principles. Explore how machine learning algorithms can be leveraged to address prevalent cybersecurity issues, such as malware detection, spam filtering, anomaly detection, …
This course introduces first-year graduate students in the humanities and social sciences to the knowledge and skills fundamental to success in graduate school. Particular topics vary.
Introduces physics-aware deep learning (PADL), an emerging approach that embeds physical laws into neural networks for accurate, efficient modeling. Topics include differential equations, physics-informed neural networks, neural operators, and PyTorch …
Provides an exploration of foundational concepts in modern time series modeling and analysis. The course covers both classical statistical and signal processing methods and contemporary deep learning models.
Students register for this course to complement an industry work experience. Topics focus on the application of engineering principles, analysis, methods and best practices in an industrial setting. A final …