Students will develop a detailed understanding of the legal aspects of public employment law, and the short and long-term impact of recruiting and retaining talented employees. Emphasis will be placed on the means by which evidence-based strategies may be applied to determine the appropriate number of resources to deploy to normal and complex operations. Prereq: Admission to MPS Degree Program

This course will center on exposing students to contemporary pipelines for data analysis through a series of steadily escalating use cases. The course will begin with simple local database construction such as SQLite and evolve to cloud base systems such as AWS or Google Cloud. This progression will include topics such as data lakes and other non-SQL applications as appropriate.

The course explores government contracting, how the government procures products and services, and opportunities created through government regulation. Pre-requisite: STS 1500 or ENGR 1020 or ENGR 2595-Engineering Foundations II.

This course exposes students to foundational knowledge in each of the four high level domain areas of data science (Value, Design, Analytics, Systems). This includes an emphasis on ethical issues surrounding the field of data science and how these issues originate and extend into society more broadly.

The data science project course will allow students to take the knowledge gained in each of the four required courses and apply them to a data driven problem. Students will work in groups and can either choose a project provided by SDS faculty or can propose a project for approval. Upon completion of the course students will be required to present their results and publish project content to an open forum.

This course covers fundamentals of data mining and machine learning within a common statistical framework. Topics include regression, classification, clustering, resampling, regularization, tree-based methods, ensembles, boosting, and Support Vector Machines. Coursework is conducted in the R programming language.

One of two required readings courses for students admitted to the Area Program in Literary Prose, also open to other qualified students. For instructions on how to apply to this class, see creativewriting.virginia.edu/ugrad.

In this experiential, workshop-based course, students will develop leadership skills in translating ideas into action, using UVA's Grounds as a living lab for sustainability - the campus as a sustainability classroom. Students will gain insight into a process in which individuals can catalyze change to solve global problems and advance strategic goals on a local level though a place-based, project-based, and human-centered approach.

An intermediate level creative writing course that involves workshop of student work, craft discussions, and relevant reading. Topics vary from year to year. For more information, visit the department website at english.as.virginia.edu.

Examines joint operations and incident command for complex events. Emphasis will be placed on command structure, continuity of operations, public safety response to community/public health emergencies, occupational health and safety, local systems and resources, inter-agency cooperation, and communications and technology support. Students will engage public safety response issues and apply their knowledge through scenario exercises.