• KLPA 1000

    Well-Being Through Mindfulness
     Rating

    5.00

     Difficulty

    1.00

     GPA

    Last Taught

    Spring 2025

    Mindfulness practice is bringing full, non-judgmental attention to what is happening in the present moment. Classes include instruction in four core practices: body scan, mindful yoga, sitting, and walking meditation. The practical application of mindfulness in mind-body awareness, health maintenance, mindful eating, stress reduction, and communication will be explored through exercises & group discussion.

  • DS 1001

    Foundation of Data Science
     Rating

    3.80

     Difficulty

    2.00

     GPA

    3.86

    Last Taught

    Spring 2025

    Exposes students to the emerging field of Data Science, its domain areas, and popular applications. Topics include analytical methods, ethical issues associated with the field, engineering, and systems necessary to support data-related work, and design principles commonly seen in data communications and human center design. Students learn from leaders in the field through a series of guest lectures and work through discussion examples.

  • DS 1002

    Programming for Data Science
     Rating

    3.78

     Difficulty

    1.33

     GPA

    3.87

    Last Taught

    Spring 2025

    Will expose student to fundamental coding languages in data science. Python and R will be the primary focus of the course. Popular packages such as pandas and tidyverse will be covered in depth. Additionally, project management skills such as Git and Github will be covered.

  • ENTP 1010

    Startup: An Introduction to Entrepreneurship
     Rating

    3.83

     Difficulty

    1.50

     GPA

    3.80

    Last Taught

    Spring 2025

    The Startup class is a fourteen-week course-plus-simulation designed to provide students with not only the basic tools and vocabulary of new ventures, but also a sense of what it feels like to start, fund, and manage such a venture. The course, by way of in-class case discussions, mentored group work, and startup simulations introduces students to a broad range of issues faced by founders and funders of both for-profit and non-profit ventures.

  • HSCI 1011

    College Science Scholar Seminar II
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    The seminar will introduce students to research in each of the seven UVa science departments (Astronomy, Biology, Chemistry, Environmental Science, Mathematics, Physics, and Psychology). The course will consist of weekly two-hour seminars held by science faculty members, and occasional field trips. Prerequisite: Member of the College Science Scholar Program.

  • TURK 1020

    Elementary Turkish II
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Elementary Turkish 1 and 2 (TURK 101 and TURK 102) are designed to introduce basic Turkish language forms. They introduce the basic Turkish language and daily culture in modern-day Turkey. By the end of 101, students will attain the Novice High level according to ACTFL proficiency guidelines: ability to exchange greetings in appropriate settings, give basic information about self, name familiar objects.

  • CREO 1020

    Elementary Creole II
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Development of basic oral expression, listening and reading comprehension, and writing. Prerequisite: CREO 1010.

  • KICH 1020

    Introduction to Maya K'iche' II
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This class is the second part of a year-long introductory sequence to K'iche', a Maya language spoken by about a million people in the western Highlands of Guatemala, and one of the major indigenous languages in the Americas. Students will enrich and expand their conversational skills and cultural knowledge from K'iche' 1010. It is offered as part of the UVa-Duke-Vanderbilt consortium for distance learning in less commonly taught languages. The completion of KICH 1010 with a grade of C- or higher.

  • KLPA 1035

    Aikido
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Aikido is a traditional, non-violent yet effective Japanese martial art. Aikido focuses on harmonizing with your opponent to bring peaceful resolution to conflict situations. Students learn how to redirect an attacker's energy into joint locks and throws. This course focuses on the basics of aikido, including conditioning, safe falling and rolling, and self-defense techniques.

  • KLPA 1055

    Mindfulness and Nature
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Spending time in nature and practicing mindfulness are two of the best ways to destress and stay balanced and resilient. This course is focused on learning mindfulness through connecting with the natural world and hiking the nature trails on grounds. Each week we will explore principles of mindfulness, emotional resilience, and nature connection through both playful and reflective activities in nature.

  • KLPA 1060

    Mindful Facilitation and Leadership
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Through this course, you will learn foundational skills for bringing mindfulness-based contemplative practices into your personal life, community, and professional environments. Students will deepen their own mindfulness practice while learning to lead contemplative practices and infuse mindfulness into facilitation and leadership settings. Students will apply what they are learning to a specific dimension of their life.

  • KLPA 1070

    Engaging Nature for Health and Wellness
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Spending time in nature enhances physical and mental wellbeing. This course focuses on how to engage with nature in the most impactful and safe way possible. Classes will include engaging nature (i.e., "forest bathing"), demystifying the outdoors, planning appropriately for a safe wilderness engagement, and discussing the history of Grounds as a restorative setting. Classes will routinely incorporate hikes or walks on and off Grounds.

  • KLPA 1105

    Pickleball
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Pickleball is a Lifetime Physical Activity class that will focus on skill development and understanding of strategies and rules of the game. The game, one of the fastest growing activities in the U.S., is played with a paddle, wiffle ball, and a three-foot high net on a badminton-sized court. The class will have an emphasis on basic skills, scoring, rules, etiquette, and strategy.

  • KLPA 1115

    Squash
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    The basic fundamentals of skills and shots, including serves, forehand, and backhand are stressed, along with rules and game strategy. All levels are welcome. A racquet can be provided, but all participants will need their own protective eyewear and non-marking shoes.

  • KLPA 1120

    Volleyball
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This class is open to beginners through intermediate/advanced players. Classes emphasize the fundamental skills and rules of volleyball, as well as basic team play and strategy.

  • KLPA 1130

    Soccer
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This class is open to beginners through intermediate/advanced players. Covers the basic skills of soccer such as dribbling, shooting, passing, heading, and trapping. Students will learn drills and participate in game playing.

  • KLPA 1150

    Basketball
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    An intermediate-level class, as well as a class specifically for women are offered. Emphasis is on the fundamentals of dribbling, passing, shooting and rebounding. Rules and game strategy are also covered and practiced through participation in games throughout the class.

  • KLPA 1155

    Women's Basketball
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    The emphasis of this class is on the fundamentals of dribbling, passing, shooting and rebounding. Rules and game strategy are also covered and practiced through participation in drills and games throughout the class.

  • KLPA 1170

    Golf
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This class is open to beginners through intermediate/advanced players. Instruction is provided on a group basis at a local golf club (Birdwood). Emphasis is placed on grip, stance, and swing in addition to etiquette and rules. Additional fees apply to this class. Note that students are required to find their own transportation to Birdwood Golf Course.

  • KLPA 1200

    Badminton
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    The basic fundamentals of skills and shots, including serves, forehand, and backhand are stressed, along with the rules and game strategy. Singles and doubles play will be stressed.

  • UNST 1220

    CORE Scholars Seminar II
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This seminar will introduce students to the types of research conducted in STEM disciplines here at UVA and more broadly across the country. We will discuss how research is done, who does it, and how students can gain experience through courses, undergraduate research, and internships. We will also learn about a broad array of career opportunities available across STEM fields. Prerequisite: Member of the CORE Scholar Program.

  • KLPA 1300

    Swimming
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Beginning (I) and intermediate (II) levels of swimming are offered (simultaneously; instructors will determine participant levels the first week of the class). The beginner level is designed for students who have little or no prior swimming knowledge and emphasizes basic stroke development and safety skills. The intermediate level stresses the improvement of strokes, kicking and breathing. Deep water skills are also taught.

  • KLPA 1310

    Swimming for Fitness
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course is designed to improve fitness level through cardiovascular endurance, muscular strength, and flexibility training. It also covers stroke mechanics, basic water safety, and components of fitness. A basic knowledge of swim strokes and ability to swim multiple laps is required.

  • KLPA 1320

    Scuba Diving
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Beginning scuba (I) is offered for those with no experience or certification. Advanced scuba (II) requires that the student possess a basic scuba certification. Both classes emphasize the skills of skin diving and scuba, along with the physiology of diving, first aid, and decompression. Both classes are offered off-grounds and have additional fees.

  • KLPA 1325

    Advanced Scuba
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Prerequisites: Basic Scuba Certification. Class meetings are held off campus at local dive sites, and transportation is the student's responsibility. Contact instructor directly for class fee, and rental needs if you do not have all the equipment needed.

  • KLPA 1400

    Weight Training
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This is a coed class intended for all levels of experience with weight training. Emphasis is placed on learning proper lifting technique and designing individualized programs.

  • KLPA 1410

    Yoga
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Yoga is the practice of uniting the mind and body in a series of postures or a meditation in motion. The type of yoga offered will be contingent on the skills of the instructor. All yoga classes focus on a series of postures that strengthen the muscles, increase flexibility, energize the body and cultivate mental and emotional calmness. The class will begin with instruction on basic postures and progress to an intermediate level.

  • UNST 1410

    Democracy and Public Service
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course is intended for Second-Year Public Service Pathways students: This course defines public service and introduces practices that support impactful service. Through speakers, readings, and reflection, students will begin to define their mission, recognize the power of collaboration, evaluate their strengths, and learn from challenges. Students will understand how personal rights and responsibilities of all combine to sustain democracy.

  • KLPA 1425

    Climbing
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Climbing improves strength, agility, balance, and mental stamina. This course is geared mostly for beginners and will focus on technique and training strategies to enjoy this lifetime sport. Most classes will be on the Bouldering Wall at the Outdoor Recreation Center with some sessions at the Poplar Ridge Challenge Course to introduce belaying and other rope-based skills.

  • KLPA 1430

    Cross Training and Conditioning
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Emphasis is placed on increasing cardiovascular endurance through various forms of exercise, including, but not limited to, aerobic dance, circuit training, running, and other aerobic activities. Resistance exercise will also be included such as squats, push-ups, crunches, and weights.

  • KLPA 1440

    Running for Fitness
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Open to runners of all levels. Instruction may include road, off-road, speedwork, interval training, and hill work. Training to meet individual needs.

  • KLPA 1445

    Women's Fitness
     Rating

    5.00

     Difficulty

    1.00

     GPA

    Last Taught

    Spring 2025

    This class is for women of all ability and experience levels, but is especially designed for women with little to no formal instruction in weight training. Emphasis is placed on learning proper lifting technique and designing individualized programs.

  • ENTP 1501

    Special Topics in Entrepreneurship Management
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course introduces special topics related to managing a variety of challenges that will be helpful to a student interested in learning how to prepare for, launch and operate a variety of entrepreneurial endeavors. Topics within this course number are experimental and will evolve over time.

  • EGMT 1510

    Engaging Aesthetics
     Rating

    3.55

     Difficulty

    1.77

     GPA

    3.79

    Last Taught

    Spring 2025

    In this class student will learn to describe, analyze, and create aesthetic phenomena, think critically about the nature of art and artistry, become aware of how aesthetic experience underlies social life and can frame our politics, reflect on the historical, geographical, and cultural differences that shape aesthetic expressions and hierarchies, and respond to and take stock of the moral and ethical capacities of the arts.

  • EGMT 1520

    Empirical & Scientific Engagement
     Rating

    3.66

     Difficulty

    1.97

     GPA

    3.73

    Last Taught

    Spring 2025

    In this class students will learn to analyze claims about the material and social worlds through formulation and testing of new questions and hypotheses based on observation and experience.

  • EGMT 1530

    Engaging Differences
     Rating

    3.48

     Difficulty

    2.18

     GPA

    3.83

    Last Taught

    Spring 2025

    In this class, students will learn to critically reflect on one's own situation and perspective in relations to one's expanding knowledge of other human experiences, seeking to cultivate a framework for informed reflection on human diversity and social complexity while developing empathy as a foundation for democratic citizenship.

  • EGMT 1540

    Ethical Engagement
     Rating

    3.50

     Difficulty

    2.02

     GPA

    3.80

    Last Taught

    Spring 2025

    In this class students will learn to reflect upon and evaluate human conduct and character, consider the ethical components of individual and collective behaviors, and engage in the articulation of ethical questions and moral deliberation.

  • KLPA 1720

    Dance for Fitness
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Course covers the basic steps, vocabulary, and variations of dance in various fields. Students learn basic techniques based on ballet and modern dance. Through daily warm-ups and exercises, students gain strength, flexibilty, endurance, and coordination.

  • KLPA 1725

    Ballroom Dancing
     Rating

    4.00

     Difficulty

    1.00

     GPA

    Last Taught

    Spring 2025

    Presents the basic step patterns, rhythmic patterns and positions in ballroom dance. Includes techniques based upon traditional (American Style Ballroom) steps with basic choreographic patterns. Emphasizes proper lead and follow. Will be tailored to students' interests and strengths.

  • KLPA 1730

    Hiking
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Recommended for beginners, but is open to students with all levels of experience. The class emphasizes the risk management & environmental concerns of hiking while providing students with the tools to plan their own hiking trips. This class takes place both on & off grounds with some indoor class portions, like in the case of inclement weather. Students must provide their own gear, such as appropriate clothes for the weather & a daypack.

  • KLPA 1735

    Latin/Salsa Dance
     Rating

    2.67

     Difficulty

    1.00

     GPA

    Last Taught

    Spring 2025

    This class is an introduction to Latin dancing including Salsa, Bachata, Merengue, Cha-cha and other forms of Latin partner dance. We will cover the fundamentals of leading and following, as well as beginner and intermediate dance patterns, musicality, and styling for each dance.

  • EBUS 1800

    Business Fundamentals
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course introduces students to key business topics relevant to high technology companies. Students will learn how to understand and interpret financial statements and frame financial decisions, including building a business case. The course will explore typical organizational structures and the roles of business functions. Students will be introduced to business models and other concepts in marketing and business strategy.

  • DS 2002

    Data Science Systems
     Rating

    1.96

     Difficulty

    2.13

     GPA

    3.91

    Last Taught

    Spring 2025

    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.

  • DS 2003

    Communicating with Data
     Rating

     Difficulty

     GPA

    3.86

    Last Taught

    Spring 2025

    The course is designed to not only teach students tools necessary to visualize data but also effective techniques for explaining data driven results with an emphasis on communicating statistical output in a manner that best represents the findings. Examples might include tailoring messages based on the audience or shaping visualizations to follow a story-line. Content on the development of interactive plots and dashboards will also be included.

  • DS 2004

    Data Ethics
     Rating

    1.07

     Difficulty

    2.40

     GPA

    3.80

    Last Taught

    Spring 2025

    Explores principles and applications of data ethics within a broader social framework that prioritizes conversations about policy, regulatory frameworks, accountability, transparency, and governance models. Will discuss who is responsible for doing responsible data science, question how our work shapes the world around us, and understand the impacts of big data on people and communities.

  • TURK 2020

    Intermediate Turkish II
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course is the second of the two Intermediate levels of Turkish (TURK 203 and 204). It will build on students' existing basic skills. There will be a focus on communication, and students will have opportunities to practice Turkish in oral, written, and reading forms. Besides pre- recorded video lectures and audio conversations, students will explore authentic materials such as TV commercials, film trailers, and news media.

  • CREO 2020

    Intermediate Creole II
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Develops the skills of listening, speaking, reading, and writing in Creole. Prerequisite: Three previous semesters of Creole required (1010, 1020, 2010)

  • KICH 2020

    Intermediate Maya K'iche' II
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    KICH 2020 is the capstone course in a four-part sequence in K'iche', a Maya language spoken by a million people in western Guatemala. Students will build from earlier coursework to write an original essay in the target language, integrating primary and secondary sources like published works and interviews that they conduct. The class is offered as part of the UVa-Duke-Vanderbilt consortium for distance learning in LCTLs. The completion of KICH 1010, 1020 and 2010 with a grade of C- or higher.

  • DS 2023

    Design I: Communicating with Data - Major
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Designed not only to teach students tools necessary to visualize data but also effective techniques for explaining data driven results with an emphasis on communicating statistical output in a manner that best represents the findings. Lays the foundation for more advanced topics in the Data Design domain. Content on the development of interactive plots and dashboards will also be included.

  • GSVS 2050

    Sustainable Energy Systems
     Rating

    3.29

     Difficulty

    3.38

     GPA

    3.31

    Last Taught

    Spring 2025

    This course investigates a major source of human impact upon the Earth - energy consumption to fuel human activity. The course a) provides a cross-disciplinary perspective on the challenge of human-centered energy use, b) explains the historical origins of today's energy systems, c) describes current energy systems, d) examines the components of sustainable energy systems, and e) considers keys to their deployment.

  • LPPP 2050

    Bridge to Batten
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Bridge to Batten is a 1-credit CR/NC course for underrepresented students considering Batten's programs and/or a career in public policy. Course provides opportunities for academic, personal & professional exploration; increases knowledge of public service & policy worlds; & strengthens connections to peers & resource networks at the University to support student success. Instructor permission required via application.

  • LPPL 2100

    The Resilient Student: Transition, Thriving, and Leadership
     Rating

    4.19

     Difficulty

    2.67

     GPA

    3.60

    Last Taught

    Spring 2025

    The adjustment from HS to college is filled with turbulent transitions and with opportunities for discovery, growth, and development of critical life skills. Course focuses on development of broad skills to create fulfilling lives and successful careers after college, especially in 4 areas: (1) development of emotional resilience skills, (2) development of life management skills, (3) intro to leadership concepts, and (4) establishment of small communities of students.

  • CGBM 2110

    Accounting for Business
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course focuses on the basics of financial reporting, to include key vocabulary & concepts, emphasis on understanding direct impact of recording transactions on financial statements. Students will gain an understanding of how to read, interpret, & analyze the balance sheet, income statement, & statement of cash flows. Students will also be introduced to managerial decision making (fixed vs. variable costs).

  • LPPP 2200

    Introduction to Public Policy
     Rating

    3.39

     Difficulty

    2.75

     GPA

    3.51

    Last Taught

    Spring 2025

    This course will introduce students to both the process of public policy and the tools of policy analysis. The first part examines the actors, institutions, and procedures involved in the adoption, implementation, and evaluation of public policy. The second part introduces students to the basic concepts and tools of policy analysis including problem definition, specification of alternatives, and solution analysis.

  • CGBM 2210

    Digital Skills for the Workplace
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course helps students develop digital skills for the modern workplace. Through a combination of lecture, discussion, and hands-on instruction, students will learn about foundational and emerging information technologies, organizational value of information technology, management of organizational data and processes, data-driven decision making, business intelligence and analytics, ethical and social issues related to information technology.

  • ENCW 2300

    Poetry Writing
     Rating

    4.58

     Difficulty

    1.36

     GPA

    3.75

    Last Taught

    Spring 2025

    An introduction to the craft of writing poetry, with relevant readings in the genre. For more details on creative writing courses, see our program website at creativewriting.virginia.edu.

  • CGBM 2310

    Marketing Principles: Goods, Services and Brands
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This is an introductory course focusing on the "4Ps of marketing" from a marketing strategy perspective. It will encompass decisions regarding Product, Price, Promotion, and Place such that a firm's offerings meet a specific consumer need, demand, or want. This includes a strong consideration of consumer psychology and consumer behavior. This course will address the key questions a marketer must consider for its offerings to be successful.

  • GSGS 2400

    Mass Migration and Global Development
     Rating

    5.00

     Difficulty

    1.67

     GPA

    3.98

    Last Taught

    Spring 2025

    This course explores migration's relation to global development initiatives. When do migrants "count" in development projects, and when do they not? What kinds of political, social, and economic claims are migrants permitted to make on their own terms, and when are these claims mediated by development and humanitarian initiatives?

  • EGMT 2500

    Integration and Learning in the Engagements
     Rating

     Difficulty

     GPA

    4.00

    Last Taught

    Spring 2025

    This course will take second year students into a deeper dive into the Engagements, both in exposure to new ideas and through practice. The course will also provide pedagogical strategies for serving as UTAs. Goals include teaching students how to effectively lead discussions, formulate open but focused questions, & help first year Engagement students make connections. Students must have completed EGMT 1510,1520,1530&1540.

  • UNST 2500

    Navigating University Life
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course offers training related to skills of studentship, professional development, or personal development. It will focus on teaching students to impart these skills to their peers. Specific topics determined by instructors.

  • ENCW 2600

    Fiction Writing
     Rating

    4.72

     Difficulty

    2.05

     GPA

    3.78

    Last Taught

    Spring 2025

    An introduction to the craft of writing fiction, with relevant readings in the genre. For more details on creative writing courses, see our program website at creativewriting.virginia.edu.

  • LPPL 2600

    Foundations of Behavioral Science
     Rating

    2.29

     Difficulty

    3.88

     GPA

    3.31

    Last Taught

    Spring 2025

    An overview of the fields of social psychology and behavioral science. We will explore behavioral research in basic social psychology, leadership and organizational behavior, and the ways in which social science methods and research are currently being used in public policy and to solve major societal problems. The ultimate goal is to teach students how to think like behavioral scientists.

  • CGBM 2710

    Making Financial Decisions
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    In this course, students will learn the fundamental building blocks of valuing streams of cash flows whether from a financial asset or investment project. Topics to be covered may include the time value of money, discounting, compounding, investment rules including estimating the net present value of a project, and the basics of capital budgeting.

  • LPPL 2750

    Teambuilding and Facilitation
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Effective facilitators are architects of engagement. Take part in practical facilitation, bridging theory, & real-world scenarios. Develop facilitation skills, clear communication, & strategies for effective group development. Emphasis placed on facilitation practice, allowing students to gain experience & insight from collective feedback.

  • UNST 2811

    Introduction to Academic Research Part II
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course is intended for participants in the Undergraduate Student Opportunities in Academic Research (USOAR) program.

  • EBUS 2830

    Innovation and New Ventures
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    An introduction to concepts innovators use to solve problems and create value by addressing unmet needs. Learn how to identify and evaluate opportunities and use proven entrepreneurial frameworks to create new products and businesses for companies of all sizes. Through class activities, projects, and presentations you will learn how storytelling, teamwork, and leadership skills are essential for starting, funding, and building your business.

  • EBUS 2850

    Government and Entrepreneurship
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    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.

  • DS 3001

    Foundations of Machine Learning
     Rating

    4.17

     Difficulty

    2.50

     GPA

    3.90

    Last Taught

    Spring 2025

    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.

  • SEC 3020

    Cyber Security Policy, Law, and Ethics
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Provides overview of cyber security (CS) policies, laws, regulations, and ethical considerations that can be used to help protect and improve an organization's security posture. Explores related topics including ethics, CS policy requirements and controls, compliance, and implementation issues. Examines modern CS regulations and frameworks, and the various policies and procedures that may be used in an organization's security strategy.

  • DS 3021

    Analytics I: Foundations of Machine Learning
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Exposes students to foundational knowledge in the area of analytics, especially as it relates to machine learning. The focus is on methods needed to prepare data for machine learning models, how to evaluate the output of ML models and engineering features.

  • DS 3025

    Mathematics for Data Science
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Engage with and train in the use of key concepts in machine learning and math: OLS estimator for regression; logistic regression & maximum likelihood estimator; multiple linear regression; principal components analysis & multiple correspondence analysis; neural networks; logarithms; probability distributions; integrals; multivariate optimization; matrix notation, eigen-math, and matrix decomposition; infinite power series & Taylor series.

  • GSGS 3030

    Global Cultural Studies
     Rating

    4.50

     Difficulty

    2.50

     GPA

    3.73

    Last Taught

    Spring 2025

    The course analyzes our global cultural condition from a dual historical perspective and follows a development stretching over the last 60 years, beginning with the period just after WW II and continuing to the present day. Of central concern will be the varieties of cultural expression across regions of the world and their relation to a rapidly changing social history, drawing upon events that occur during the semester.

  • SEC 3030

    Human Factors in Cyber Security
     Rating

     Difficulty

     GPA

    3.63

    Last Taught

    Spring 2025

    Explores human aspects of cyber security -- including security training and awareness, cyber ethics, hacktivism, hacker culture -- with emphasis on human motivations and responses. Examines common human-centered attacks, such as phishing, social engineering, and other psychological manipulation.

  • LPPS 3040

    US National Security Policy
     Rating

    4.83

     Difficulty

    3.00

     GPA

    3.59

    Last Taught

    Spring 2025

    This course examines the problems and issues confronting American national security policymakers and the factors that influence the policies that emerge. Types of questions we will address include: What threatens those interests? How should the U.S. defend those interests? What kind of military should we build? Should the U.S. enter alliances with other countries? The course is organized along an historical time line.

  • LPPS 3050

    Introduction to Social Entrepreneurship
     Rating

    4.33

     Difficulty

    2.00

     GPA

    3.61

    Last Taught

    Spring 2025

    Social entrepreneurship is an approach to creating system-level change through the application of entrepreneurial thinking to social ventures, non-profit organizations, government institutions, and NGOs to create economic, environmental, and social value for multiple stakeholders. In this course you will be introduced to a range of entrepreneurial approaches aimed at solving social problems - from the non-profit to the for-profit.

  • PSHM 3080

    Legal and Ethical Decision-Making in Healthcare
     Rating

     Difficulty

     GPA

    3.75

    Last Taught

    Spring 2025

    Provides an overview of the laws governing healthcare institutions and the ethical dilemmas facing healthcare managers and providers; reviews ethical principles utilized to examine health care issues. Evaluates the procedures followed by healthcare organizations in making legal and ethical decisions; addresses such contemporary issues as cloning, euthanasia, and organ donation. Prerequisite: Admission to BPHM or BIS program.

  • LPPS 3150

    For a Good Cause: Practical Nonprofit Fundraising
     Rating

     Difficulty

     GPA

    3.58

    Last Taught

    Spring 2025

    Nonprofits -- from refugee advocacy groups to homeless shelters to world-class museums and universities -- along with political campaigns and social movements share a common problem: they need money. Fundraising is fuel for action and a marketable skill. This experiential learning class will help you to understand the different types of fundraising and the essentials of designing and executing a development plan by actively raising money.

  • LPPL 3210

    Behavioral Sciences for Civic Leadership
     Rating

    2.33

     Difficulty

    3.50

     GPA

    3.60

    Last Taught

    Spring 2025

    Drawing on social science research, this course explores how public leaders contribute to problem identification, issue framing, policy adoption, crisis management, and organizational and societal change. The course will clarify the relationships among key concepts including leadership and followership, authority and influence, reciprocity and persuasion, and examine the role of contextual factors in shaping the strategies of 21st century leaders

  • LPPS 3220

    Big Tech, Society, and Public Policy
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Through a mix of case studies, official documents, and online media, this course provides a deeper dive into: (1) the industries we now call "Big Tech," (2) the policy landscape that both influences and is influenced by technology innovation, as well as (3) the business and cultural challenges at this intersection of technology and policy.

  • LPPP 3230

    Public Policy Challenges of the 21st Century
     Rating

    3.67

     Difficulty

    3.50

     GPA

    3.55

    Last Taught

    Spring 2025

    This survey course that introduces students to the history, politics, and economic and social significance of the major challenges facing 21st century U.S. policymakers. Examples of topics that may be explored include: the federal deficit and debt, the rise of China and India, health care costs, climate policy, energy security, economic opportunity in an era of globalization, the future of public higher education, and U.S. foreign policy.

  • LPPS 3240

    Terrorism and Counterterrorism
     Rating

    4.60

     Difficulty

    3.40

     GPA

    3.47

    Last Taught

    Spring 2025

    The 9-11 attacks ushered in a new era of international terrorism. Over the course of the Bush, Obama, Trump, and Biden administrations, experts have grappled to employ an effective strategy for countering Al Qaeda, ISIS, and their affiliates. This course explores the lessons of this long, troubled chapter, especially through our engagement in Afghanistan, and seeks to apply those lessons to countering future terrorist threats at home and abroad.

  • LPPP 3250

    Global Development Policy
     Rating

    4.83

     Difficulty

    3.50

     GPA

    3.65

    Last Taught

    Spring 2025

    This course explores key challenges in global development policy & our complicated roles as global citizens in the twenty-first century. We'll grapple w/key questions: Why some countries escape poverty, while others fail or see poverty worsen? How development economists & policy experts approached global development in the past? What roles do governments, aid agencies & stakeholders play in alleviating poverty? What's worked, what hasn't, & why?

  • LPPS 3280

    Lessons in Leadership: JFK and the Most Personal Office
     Rating

    4.67

     Difficulty

    2.00

     GPA

    3.67

    Last Taught

    Spring 2025

    This course introduces students to the history, politics and leadership legacy of John F. Kennedy. From topics as wide-ranging as tax policy and space exploration to the war in Vietnam, dismantling of the Berlin Wall and the hunt for Osama Bin Laden, the class will trace the impact of a brief Presidency over nearly sixty years and focus on how Kennedy's life, presidency and tragic assassination influenced the leadership styles and impacted public policy.

  • LPPS 3290

    Social Innovation in Emerging Markets: India and South East Asia
     Rating

    2.00

     Difficulty

    2.00

     GPA

    3.68

    Last Taught

    Spring 2025

    This is an introductory course, aimed at exposing students to modern Indian and South Asian society, culture, business and policy through a variety of materials. The course may be particularly important due to the rising stature and importance of India and more generally, South Asia, in the global economy.

  • ENCW 3310

    Intermediate Poetry Writing I
     Rating

    4.67

     Difficulty

    2.00

     GPA

    3.94

    Last Taught

    Spring 2025

    For students advanced beyond the level of ENCW 2300. Involves workshop of student work, craft discussions, and relevant reading. May be repeated with different instructor. For instructions on how to apply to this class or more details, please visit our program website at creativewriting.virginia.edu/ugrad.

  • PSHM 3330

    Introduction to Long-term Care Administration
     Rating

     Difficulty

     GPA

    3.59

    Last Taught

    Spring 2025

    Provides an overview of the operations, management, and administration of long-term care facilities. Examines the needs and issues related to the geriatric population, the delivery and financing of long-term care services, and the regulatory environment for long-term care.

  • GSGS 3330

    Ecological Economics: Economics as if People and Thermodynamics Mattered
     Rating

     Difficulty

     GPA

    3.86

    Last Taught

    Spring 2025

    Ecological Economics augments standard economics by stressing the coevolution of natural systems with human institutions, including markets, and elevating sustainability and justice (not merely efficiency) as essential societal goals. In this course, students examine ecological-economic relationships, outcomes, challenges, and solutions, in the context of local and global agricultural, resource, environmental, and development issues.

  • LPPS 3350

    Constitutional Law: Rights, Liberty, & Justice
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    "This course offers an exploration into the evolution of constitutional rights, liberties, and justice from 1953 to the present day, focusing on the tenures of Chief Justices Warren, Burger, Rehnquist, and Roberts. Emphasis is placed on landmark Supreme Court cases and the distinct personalities and leadership styles of the aforementioned Chief Justices. Students will examine the means by which the Constitution can be ""changed,"" such as through interpretation, convention, or societal shifts. By the end of the course, students should be able to critically engage with constitutional debates, understand the evolving nature of rights and liberties in the U.S., and appreciate the significance and power of the Supreme Court in shaping American society."

  • LPPS 3365

    Effectual Entrepreneurship
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course brings you the lessons expert entrepreneurs have learned over decades. Through their experiences, expert entrepreneurs learn not only to tackle the unpredictable, but also to embrace and even leverage it to cocreate enduring new ventures. In this course, you will have the opportunity to explore in depth the principles and practices of effectuation. We will grapple with the principles and process of effectual action and interaction.

  • LPPS 3380

    Poverty, Learning, and Education Policy
     Rating

    3.83

     Difficulty

    4.00

     GPA

    3.78

    Last Taught

    Spring 2025

    Discussion-based course w/a developmental examination of child poverty (multi-layer effects of history, culture,&geographic location). Examine: school reform efforts ("turnaround" schools,charter schools); implications of No Child Left Behind &2015 Every Student Succeeds Act; barriers (social isolation,violence,oppression,etc.) that contribute to failure of previous reform initiatives; education policies&proposals aiming to address these issues.

  • LPPS 3390

    Special Education Policy and Practice
     Rating

     Difficulty

     GPA

    3.77

    Last Taught

    Spring 2025

    This course will examine Special Education policy in the United States as it relates to practice, policy, and research. Students will understand the historical context of special education, the development of IDEA policy and relevant case law, as well as the changes that have been passed and proposed in regard to the current law in recent years. This class will be a mixture of lecture and discussion and will be taught from an equity in education lens.

  • LPPS 3440

    Intro to Mngmt Consulting & Strategic Decision Making
     Rating

    4.50

     Difficulty

    3.00

     GPA

    3.68

    Last Taught

    Spring 2025

    Students study complex & ambiguous problems like a strategy consultant. The immersive, case-based course gives students the skills & confidence to navigate complex business problems & facilitate discussion around the psychology of decision making teams. Learn hypothesis driven structured problem-solving approach & apply to mock case interviews & live consulting project w/a real-world client. Final case competition is presented to alumni leaders.

  • LPPL 3450

    Resilient Leadership for Teams and Teammates
     Rating

    3.83

     Difficulty

    2.00

     GPA

    3.58

    Last Taught

    Spring 2025

    Course builds students' skills in "the art of getting things done". Students will establish the critical leadership & team-building competencies that distinguish highly effective leaders. We will introduce frameworks that will enhance student's: resilience; team leadership skills; capacity for thriving in times of adversity; emotional intelligence; interpersonal skills (including conflict resolution & negotiation skills) & decision making.

  • LPPS 3490

    War and Society
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Course teaches the fundamentals of military strategy, reviewing the political uses of military power & the respective roles of military & civilian leaders in formulating & implementing foreign policy. Students investigate how war affects civil society and how the characteristics of states¿ domestic politics and culture affect how leaders execute their chosen strategies. The common theme each week is to investigate the connection between the nature of the societies in conflict and how they prosecute the wars between them.

  • CGBM 3559

    Topics for General Business Minor
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    New Course in Commerce, specifically designed for the General Business minor degree program.

  • LPPP 3559

    New Course in Public Policy and Leadership
     Rating

    3.00

     Difficulty

    4.00

     GPA

    3.69

    Last Taught

    Spring 2025

    Investigates a selected issue in public policy or leadership.

  • SPTR 3559

    New Course: Spanish in Translation
     Rating

     Difficulty

     GPA

    3.44

    Last Taught

    Spring 2025

    This course provides the opportunity to offer new topics with the subject of Spanish in Translation.

  • GSGS 3559

    New Course in Global Studies
     Rating

     Difficulty

     GPA

    3.74

    Last Taught

    Spring 2025

    This course provides the opportunity to offer new topics in Global Studies.

  • ENCW 3610

    Intermediate Fiction Writing
     Rating

    5.00

     Difficulty

    3.00

     GPA

    3.85

    Last Taught

    Spring 2025

    For students advanced beyond the level of ENCW 2600. Involves workshop of student work, craft discussions, and relevant reading. May be repeated with different instructor. For instructions on how to apply to this class or more details, please visit our program website at creativewriting.virginia.edu/ugrad.

  • LPPA 3650

    Choice and Consequences: The Economics of Public Policy
     Rating

     Difficulty

     GPA

    3.58

    Last Taught

    Spring 2025

    This course uses basic models from microeconomics to understand how these decision makers will respond to policies and when voluntary actions in private markets may be expected to lead to suboptimal outcomes and hence the circumstances under which a collective decision to control or influence behavior might produce better outcomes than private choices.

  • LPPS 3724

    Just Policy: Justice, Goodness, & Public Policy
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Course explores the integration of moral & ethical considerations in addressing U.S. public policy challenges. Students study & contrast major philosophical & political theories of justice & the common good, including those that are embedded in the U.S. constitutional architecture; and consider and contrast how these theories would guide public policy choices.

  • PSHM 3805

    Health Information Systems and Applications
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Introduces foundational knowledge and emerging trends in health informatics, and examines how information systems can be utilized to improve patient care, health outcomes, efficiency, and quality. Provides knowledge on how health informatics can enhance evidence-based decision making, cost-management, and performance; analyzes key issues in data management, and confidentiality in health informatics. Prerequisite: Admission to BPHM or BIS Program.

  • UNST 3910

    Internship Reflection: Self & Organizations
     Rating

    3.22

     Difficulty

    1.00

     GPA

    Last Taught

    Spring 2025

    This course is focused on an exploration of "self" in relationship to the complexities and structures of the professional organizations in which students work as interns. The course combines organizational behavior concepts and content that emphasizes self and exploration.

  • UNST 3920

    Internship Reflection: Teams, Leadership, & Organizations
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    The course is focused on an exploring the dynamics of teams and leadership within the complexities and structures of the organizations in which students work in professional practice internships. The course combines organizational behavior with concepts of teams and organizations.

  • EDNC 3986

    Youth and Social Innovation Internship
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Students apply academic experiences in professional and/or research settings; reflect and critically and constructively analyze experiences from multiple perspectives; and view the work as connecting course content authentic contexts. Students work as professionals with site supervisors and instructors to complete related assignments and relevant background research on the professional and academic resources available.

  • ARCY 3993

    Independent Study
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    An Independent Study in Archaeology. Subject to be determined by student and instructor.

  • DS 4002

    Data Science Project
     Rating

    5.00

     Difficulty

    3.00

     GPA

    3.91

    Last Taught

    Spring 2025

    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.

  • GSVS 4020

    Ecosystem Services: How Nature Benefits People
     Rating

     Difficulty

     GPA

    3.89

    Last Taught

    Spring 2025

    In this course, students will learn how to trace the "causal chains" from such actions/inactions to various ecosystem, social, and economic outcomes and to measure and value those outcomes. We will consider the philosophical/ethical underpinnings of the Ecosystem Services framework, use computer mapping and other software tools for evaluation, and review current applications of the framework by private and public sector entities.

  • SEC 4020

    Mobile Security and Forensics
     Rating

     Difficulty

     GPA

    3.59

    Last Taught

    Spring 2025

    Explores mobile device architecture and cyber threats. Examines the security strengths and weaknesses of mobile devices and platforms, as well as corporate mobile security policies and procedures. Topics include mobile device operating system software architecture, mobile application architecture, mobile device and application vulnerability assessment testing, and mobile device forensic analysis.

  • GSGS 4200

    Applied Research in Global Studies
     Rating

     Difficulty

     GPA

    3.88

    Last Taught

    Spring 2025

    In this course, students gain experience applying global perspectives, as well as research methods and techniques, to one of several real-world issues. Team-taught, the course allows students to choose a path that includes a methodological foundation, a deep dive into a particular method, a chance to practice a useful skills related to Global Studies professions, and culminating in the applied research project.

  • LPPL 4225

    Leadership and Practice
     Rating

     Difficulty

     GPA

    3.67

    Last Taught

    Spring 2025

    In this seminar, the Meriwether Lewis Institute 3rd year cohort focuses its effort both on measurable impact on the University and personal growth as a leader. Using their project proposals as the vehicles for collective impact and personal growth, students will develop & advance their proposals, analyze course readings, engage one another on project challenges, and begin translating the leadership skills they are learning to the broader world.

  • LPPS 4260

    Politics of Development
     Rating

    5.00

     Difficulty

    3.00

     GPA

    3.59

    Last Taught

    Spring 2025

    How can we understand patterns of human development around the world? More specifically, how does politics affect health, prosperity and security? Through this course, you will become a critical consumer of explanations for human development and you will learn how to propose and evaluate development initiatives with a keen understanding of the importance of political factors.

  • LPPS 4330

    Confronting US Climate Policy
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Project oriented course that will research specific climate problems, proposing new solution to decision makers at local & state level. Course expands understanding of broad societal scope relevant to climate action. Students are exposed to federal, state & local policy challenges and opportunities as well as understanding how business & politics shape the policy landscape. Gain understanding of diverse climate-relevant career opportunities.

  • LPPP 4500

    Topics in Public Policy and Leadership
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Topical courses in public policy and leadership

  • ISIN 4510

    Special Topics in Conduct of Inquiry: Social Sciences
     Rating

     Difficulty

     GPA

    3.30

    Last Taught

    Spring 2025

    Conduct of Inquiry courses introduce students to major methodologies, content areas and contributions in various social science disciplines.

  • ISIN 4520

    Special Topics in Conduct of Inquiry: Humanities
     Rating

     Difficulty

     GPA

    3.43

    Last Taught

    Spring 2025

    Conduct of Inquiry courses introduce students to major methodologies, content areas and contributions in the humanistic traditions of various world cultures.

  • ENCW 4550

    Topics in Literary Prose
     Rating

     Difficulty

     GPA

    3.92

    Last Taught

    Spring 2025

    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.

  • DS 4559

    New Course: Data Science
     Rating

     Difficulty

     GPA

    3.70

    Last Taught

    Spring 2025

    This course provides selected special topics in data science.

  • GSGS 4559

    New Course in Global Studies
     Rating

     Difficulty

     GPA

    3.93

    Last Taught

    Spring 2025

    This course provides the opportunity to offer new topics in Global Studies.

  • EBUS 4580

    Special Topics for Engineering Entrepreneurship
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course will cover various topics in engineering entrepreneurship.

  • LPPL 4680

    Lead from Anywhere: From the Classroom to the Community
     Rating

     Difficulty

     GPA

    3.54

    Last Taught

    Spring 2025

    Students put into practice leadership skills & competencies through experiential learning preparing them for a lifetime of civic engagement as policy makers & citizens. Course emphasizes opportunities to use learned frameworks to evaluate real-world applications & will help students identify opportunities to engage in public life regardless of their chosen profession. Course serves as a bridge between the Batten education & life after graduation.

  • ENCW 4720

    Area Program in Literary Prose Thesis Course
     Rating

     Difficulty

     GPA

    4.00

    Last Taught

    Spring 2025

    Directed writing project for students in the English Department's Undergraduate Area Program in Literary Prose, leading to completion of an extended piece of creative prose writing.

  • LPPS 4730

    Impact Investing
     Rating

    5.00

     Difficulty

    2.00

     GPA

    3.70

    Last Taught

    Spring 2025

    'Impact Investing' is the proactive deployment of financial resources to organizations for a positive return on investment and an additional, intentional social impact beyond financial returns. Impact Investing explores how funders (grant funders, investors, and policymakers) deploy capital to support social entrepreneurs. This course provides an introductory understanding of utilizing finance as a tool for solving social problems worldwide.

  • LPPS 4735

    Experiential Social Entrepreneurship
     Rating

    5.00

     Difficulty

    3.00

     GPA

    3.71

    Last Taught

    Spring 2025

    This experiential learning course applies basic principles of social entrepreneurship to real-world problems that social entrepreneurs are facing. Students will work in teams on challenges proposed by a set of local and international social entrepreneurs. This is a design-thinking-centric course for students interested in investigating how our world is adapting to solve the greatest social and environmental challenges of this century.

  • PSHM 4750

    Organizational Behavior and Leadership in Healthcare
     Rating

     Difficulty

     GPA

    3.80

    Last Taught

    Spring 2025

    Provides a comprehensive analysis of individual and group behavior in organizations, and an understanding of how organizations can be managed more effectively and enhance the quality of employees' work life. Through the examination of leadership topics, explores the skills and knowledge needed to be successful in a diverse healthcare environment in a variety of situations. Prerequisites: Admission to BPHM Program; and completion of PSHM 3010

  • EBUS 4810

    New Product Development
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course will help students understand the fundamentals of product management and how it applies to the product development lifecycle. Students will analyze cases covering different phases of the product development lifecycle, build technical and professional skills, and practice soft skills which are essential for success in the world of product.

  • ENCW 4810

    Advanced Fiction Writing I
     Rating

     Difficulty

     GPA

    3.92

    Last Taught

    Spring 2025

    Devoted to the writing of prose fiction, especially the short story. Student work is discussed in class and individual conferences. Parallel reading in the work of modern novelists and short story writers is required. For advanced students with prior experience in writing fiction. May be repeated with different instructor. For instructions on how to apply to this class, see creativewriting.virginia.edu/ugrad.

  • ENCW 4820

    Poetry Program Poetics
     Rating

    5.00

     Difficulty

    3.00

     GPA

    3.88

    Last Taught

    Spring 2025

    This poetics seminar, designed for students in the English Department's Area Program in Poetry Writing but open to other students on a space-available basis, is a close readings course for serious makers and readers of poems. Seminar topics vary by semester. For more details on this class, please visit the department website at creativewriting.virginia.edu/ugrad.

  • ENCW 4830

    Advanced Poetry Writing I
     Rating

     Difficulty

     GPA

    3.98

    Last Taught

    Spring 2025

    For advanced students with prior experience in writing poetry. Student work is discussed in class and in individual conferences. Reading in contemporary poetry is also assigned. May be repeated with different instructor. For instructions on how to apply to this class, see creativewriting.virginia.edu/ugrad.

  • PSHM 4900

    Capstone I: Development of the Health Sciences Management Project
     Rating

     Difficulty

     GPA

    3.87

    Last Taught

    Spring 2025

    Introduces the development of the health sciences management capstone project; students select a relevant project or research question and a focused topic of investigation, conduct a comprehensive literature review of the topic, engage with a project mentor, plan out the research project and complete a capstone project proposal. Prerequisites: Completion of PSHM 4400.

  • ENCW 4920

    Poetry Program Capstone
     Rating

     Difficulty

     GPA

    3.95

    Last Taught

    Spring 2025

    Directed poetry writing project for students in the English Department's Undergraduate Area Program in Poetry Writing, leading to completion of a manuscript of poems. Both courses are required for students in the Distinguished Majors Program. Prerequisite: Instructor permission.

  • PSHM 4950

    Capstone II: Health Sciences Management Project Implementation
     Rating

     Difficulty

     GPA

    3.93

    Last Taught

    Spring 2025

    Focuses on the successful completion of the student's capstone project proposed in PSHM 4900 Capstone Course I. Integrates the knowledge, skills, and competencies acquired in the BPHM degree program and applies them to a problem or opportunity for improvement in the healthcare management field. Students conduct a project in a real world healthcare management setting. Prerequisite: PSHM 4900

  • GCCS 4991

    Fourth-year Seminar
     Rating

     Difficulty

     GPA

    3.95

    Last Taught

    Spring 2025

    In this course, Global Commerce in Culture and Society students will complete a 25-page research paper, as the culminating work of the major. Each student will choose readings relevant to his or her project and present them to the class, leading the discussion.

  • GSSJ 4991

    Capstone Seminar
     Rating

     Difficulty

     GPA

    3.85

    Last Taught

    Spring 2025

    This is the capstone seminar for students in the Security and Justice track of Global Studies.

  • GSVS 4991

    Capstone Seminar in Global Studies Environments and Sustainability
     Rating

     Difficulty

     GPA

    3.76

    Last Taught

    Spring 2025

    This course is the required Capstone Seminar in the Global Environments and Sustainability track of Global Studies

  • LPPP 4991

    Capstone Seminar
     Rating

     Difficulty

     GPA

    3.72

    Last Taught

    Spring 2025

    Students will produce a report providing an analysis of the problem, the policy options available, and their action recommendations. Students will improve their ability to work in teams and hone their written and oral presentation skills.

  • DS 4993

    Independent Study in Data Science
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Reading and research under the direction of a faculty member. Students must obtain approval from a faculty advisor to approve and direct the independent study. Final approval by the Director of Undergraduate Programs is also required.

  • ARCY 4999

    Undergraduate Thesis Writing
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Writing of a thesis of approximately 50 written pages undertaken in the spring semester of the fourth year by archaeology majors who have been accepted into the Interdisciplinary Archaeology Distinguished Majors Program.Prerequisite: acceptence into DMP program

  • DS 5001

    Exploratory Text Analytics
     Rating

     Difficulty

     GPA

    3.76

    Last Taught

    Spring 2025

    Introduction to text analytics with a focus on long-form documents, such as reviews, news articles, and novels. Students convert source texts into structure-preserving analytical form and then apply information theory, NLP tools, and vector-based methods to explore language models, topic models, sentiment analyses, and narrative structures. The focus is on unsupervised methods to explore cognitive and social patterns in texts.

  • DS 5002

    How to Train your LLM: Engineering LLMs for Custom Tasks
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Train your own LLM for a custom task. Learn about the LLM lifecycle from architecture, to pre-training, to supervised finetuning, to deployment, to model editing/updating, including discussing LLM limitations. End up with your own trained LLM, a HuggingFace model card you can show off in technical interviews, and a plan for how to stay up to date with this fast-moving field.

  • DS 5050

    Deep Learning in Environmental Science
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Equips students with some of the most used deep learning architectures. Explore feed-forward networks, convolutional neural networks, UNETs, encoders-decoders, generative adversarial networks and transformers. Analyze tools of explainable AI. Focused on climate applications, apply these techniques to real-world data, solving problems in prediction, pattern recognition, and data-driven insights.

  • PSHM 5080

    Legal and Ethical Decision-Making in Healthcare
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Focuses on principles & theories of law related to healthcare delivery, management & administration. Examines the application of laws on healthcare liability prevention & the risks managers face. Explores legal & ethical issues in healthcare systems; and investigates the healthcare administrator as decision-maker, leader and moral agent. Evaluates situations with potential ethical/legal implications.

  • DS 5100

    Programming for Data Science
     Rating

     Difficulty

     GPA

    3.69

    Last Taught

    Spring 2025

    An introduction to essential programming concepts, structures, and techniques. Students will gain confidence in not only reading code, but learning what it means to write good quality code. Additionally, essential and complementary topics are taught, such as testing and debugging, exception handling, and an introduction to visualization. This course is project based, consisting of a semester project and final project presentations.

  • DS 5110

    Big Data Systems
     Rating

    3.00

     Difficulty

    2.00

     GPA

    3.86

    Last Taught

    Spring 2025

    Trends in hardware and software for Big Data Systems and applications. Cover principles driving data infrastructures, which enabled the training of AI models on datasets (speech, sounds, images, video, languages) and may extend to structured data (text, images, time series). AI and machine learning practitioners build and deploy data science projects on Amazon Web Services unifying data science, data engineering, and application development.

  • PSLP 5300

    Foundations of Leadership
     Rating

     Difficulty

     GPA

    3.84

    Last Taught

    Spring 2025

    Introduces students to various styles and theories of leadership. Through self-assessment and guided inquiry, students examine and create their own unique style of leadership. Students will develop approaches to adapt and modify leadership styles to various situations and individual personalities to influence organizational outcomes.

  • PSHM 5330

    Introduction to Long-term Care Administration
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Provides an overview of the operations, management, and administration of long-term care facilities and trends in the long-term care industry. Examines the needs and issues related to the geriatric population, the delivery and financing of long-term care services, and the regulatory environment and policies for long-term care.

  • PSLP 5330

    Communication and Team Development
     Rating

     Difficulty

     GPA

    3.96

    Last Taught

    Spring 2025

    Prepares today's leaders for success in communication skills with diverse audiences as well as effective team building and management. Communication topics address technical and non-technical audiences using presentations, interpersonal skills, and writing skills. Team development instruction focuses on managing teams, identifying and understanding the leadership role, the importance of shared leadership, and team decision making.

  • PSLP 5340

    Financial Management for Leaders
     Rating

     Difficulty

     GPA

    3.87

    Last Taught

    Spring 2025

    Examines how value is measured, created, and maximized. Beginning with an introduction to accounting, instruction covers the fundamentals of measuring and reporting revenue, costs, cash flow, assets, liabilities, and equity. Explores the financial decisions that management must make, including break-even analysis, budgeting, investment in assets, and funding with debt equity.

  • LPPP 5350

    NGO Leadership in Public Policy: Best Practices
     Rating

     Difficulty

     GPA

    3.59

    Last Taught

    Spring 2025

    NGOs play a growing role in shaping U.S. public policies. Skepticism of federal policymaking has opened opportunities for policy entrepreneurs to challenge well-funded private sector lobbies in shaping the agenda. This seminar will examine tactical options and key case studies to equip future NGO activists. We'll look at best practices from both national and local NGO campaigns, think tanks and grass roots organizations competing to make policy

  • DEM 5500

    Topics in the History & Principles of Democracy
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Instruction on key events, places, texts and thinkers that help us understand the history and principles of democracy.

  • LPPP 5500

    Short Course Topics
     Rating

    5.00

     Difficulty

    2.00

     GPA

    3.79

    Last Taught

    Spring 2025

    Courses examine special topics in public policy and/or leadership.

  • LPPP 5540

    Applied Policy Clinics
     Rating

     Difficulty

     GPA

    3.68

    Last Taught

    Spring 2025

    Applied Policy Clinics Topics Course

  • HHE 5600

    Health, Aging, and Society
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Caring well for an aging population is among the greatest challenges facing both the United States and the world. Significant gaps persist between the health and social systems that older adults need, and those to which they have access. This course uses a multidisciplinary approach--encompassing history, public health, ethics, the social sciences, and literature--to explore these gaps, their impact, and their meaning.

  • LPPS 5670

    Education Inside U.S. and International Prisons
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    For more than 200 years, Americans and Europeans have exchanged ideas about prison reform. Today, few Europeans look to America for examples of prison reform. Why would they? This course explores the US prison system as well as why and when Norway adopted a different approach to crime and punishment than the U.S.

  • HHE 5700

    Bioethics Internship Seminar: Health Policy & Administration
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Provides students with experience in discerning & analyzing ethical issues pertaining to institutional policies & operations as they arise in healthcare settings. Each student spends several hours a week in an administrative sector of the UVA Health System (same setting throughout the semester) under the mentorship of an administrator engaged in that setting. Focuses on the students' observations and analyses of ethical issues that arise.

  • HHE 5701

    Bioethics Internship - Clinical Ethics
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Students spend time in medical settings as "participant-observers," in order to gain first-hand experience of subject matter that is the focus of the theory, teaching, & practice of bioethics. Direct exposure to patients, health care settings, & health professionals should allow students to see, what sorts of ethical issues are characteristic of the culture. Shows what role a bioethicist might play in clinical setting. Instructor permission.

  • LPPS 5720

    Public Interest Data: Ethics and Practice
     Rating

     Difficulty

     GPA

    3.85

    Last Taught

    Spring 2025

    Course provides students experience w/data science within a framework of data ethics in service of equity-oriented public policy. Primary goals are:collaborate w/community partner on project that advances social justice and policy understanding; practice working with real data and moral & ethical implications of work; and develop experience in data workflows that support ethical data science.

  • PSHM 5750

    Organizational Behavior and Leadership in Healthcare
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Moves through individual, group, and organizational levels of behavior, drawing on concepts and practices from the field of Organizational Behavior (OB). Provides a basic understanding of one's own and others' behavior, particularly in teams, and enhances students' ability to communicate and work effectively with others, including core leadership skills. Prerequisites: Admission to HSM Graduate Certificate; and completion of PSHM 5010 or 5020.

  • PSHM 5805

    Health Information Systems and Applications
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    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 & their costs, benefits, and impacts in healthcare organizations. Analyzes key issues in data management, security, privacy and confidentiality. Prerequisite: Admission to HSM Graduate Certificate

  • ENVH 6000

    Introduction to Environmental Humanities
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    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 and social sciences. There are no prerequisites. ENVH 6000 serves as the required course for the Graduate Certificate in Environmental Humanities, yet is open to graduate students not pursuing the Certificate.

  • PSPS 6000

    Transformational Leadership in Changing Times
     Rating

     Difficulty

     GPA

    3.82

    Last Taught

    Spring 2025

    Explores public safety leadership concepts and essential approaches needed in forging lasting, collaborative relationships with the public they serve. Students will analyze complex social and security issues. While maintaining a mindset of sociocultural awareness and sensitivity, students craft solutions to those public issues by applying advanced knowledge of public safety planning, management, and response. Prereq: Admission to MPS Degree Prog.

  • EURS 6000

    Research Inquiries in European Studies
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    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 the supervision of a faculty member in that discipline, with the requirement that the paper include significant insights from at least one other discipline.

  • DS 6001

    Practice and Application of Data Science
     Rating

     Difficulty

     GPA

    3.88

    Last Taught

    Spring 2025

    This course covers the practice of data science practice, including communication, exploratory data analysis, and visualization. Also covered are the selection of algorithms to suit the problem to be solved, user needs, and data. Case studies will explore the impact of data science across different domains.

  • DS 6002

    Ethics of Big Data I
     Rating

     Difficulty

     GPA

    3.70

    Last Taught

    Spring 2025

    This course examines the ethical issues arising around big data and provides frameworks, context, concepts, and theories to help students think through and deal with the issues as they encounter them in their professional lives.

  • PSPS 6005

    Practical Applications of Risk Management in Public Safety Operations
     Rating

     Difficulty

     GPA

    3.71

    Last Taught

    Spring 2025

    Students will learn a theoretical & applied process to identify risks in every job description in their respective public safety agency. From this basis of risk identification, students will gain skills & knowledge to design & update control measures to proactively prevent tragedies from occurring. Final project will be a development of an instrument to recognize, prioritize, mobilize to address identified public safety risks in community/agency.

  • PSPS 6010

    Constitutional Framework of Public Safety
     Rating

     Difficulty

     GPA

    3.95

    Last Taught

    Spring 2025

    Explores the Constitution as the ethical compass that guides the work of public safety professionals and cement a fundamental understanding of the U.S. Constitution and the subsequent 27 amendments. Students will develop a detailed understanding of both the powers and limitations that arise from the Bill of Rights, and closely examine the evolution of the rule of law that frames and guides their work.

  • DS 6013

    Data Science Capstone Project Work II
     Rating

     Difficulty

     GPA

    3.98

    Last Taught

    Spring 2025

    This course is designed for capstone project teams to meet in groups, with advisors, and with clients to advance work on their projects.

  • DS 6015

    Data Science Capstone
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Designed for capstone project teams to meet in groups with advisors and clients to advance work on their projects. Capstone course for MSDS Online students.

  • PSPS 6030

    Developing and Implementing Systems of Emergency Preparedness
     Rating

     Difficulty

     GPA

    3.96

    Last Taught

    Spring 2025

    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.

  • DS 6030

    Statistical Learning
     Rating

     Difficulty

     GPA

    3.91

    Last Taught

    Spring 2025

    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.

  • PSPS 6040

    Creating and Sustaining Community Dialogue
     Rating

     Difficulty

     GPA

    3.88

    Last Taught

    Spring 2025

    Focuses on the application of communication skills and principles in the context of public safety. Students will gain understanding and practice in engaging communities around such challenging issues as inequality and power; interactions in the aftermath of tragedy; officer fear and anger; historical, political, and economic divides; implicit biases and stereotype threat; and the importance of building coalitions across boundaries.

  • PSPS 6050

    Stewardship of Public Assets and Managing Human Capital
     Rating

     Difficulty

     GPA

    3.90

    Last Taught

    Spring 2025

    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

  • DS 6050

    Deep Learning
     Rating

     Difficulty

     GPA

    3.91

    Last Taught

    Spring 2025

    A graduate-level course on deep learning fundamentals and applications with emphasis on their broad applicability to problems across a range of disciplines. Topics include regularization, optimization, convolutional networks, sequence modeling, generative learning, instance-based learning, and deep reinforcement learning. Students will complete several substantive programming assignments. A course covering statistical techniques such as regression.

  • LPPL 6050

    Leadership in the Public Arena
     Rating

     Difficulty

     GPA

    3.67

    Last Taught

    Spring 2025

    Course provides an introduction to leadership in the public arena. Through course readings, team projects, and discussion of case studies, students will develop skill at identifying the resources, options, and constraints of leaders and followers in different organizational and political settings, writing policy memos, making professional policy presentations, developing negotiation strategies, managing uncertainty and stress, & working in teams.

  • DS 6051

    Decoding Large Language Models
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Evolution of language models, from encoding words to simple vectors to training LLMs. Train and build LLM, understand concepts like self- and cross-attention in LLMs and their applications, review research on Tokenizers, Retrieval Augmented Generation (RAG), Prompt Engineering, Fine-tuning LLMs using Low-Rank Adapters (LoRA), Quantization in LLMs, QLoRA, In-context Learning (ICL) and Chain-of-Thought (CoT) reasoning. Using Python libraries.

  • DS 6210

    Computation II: Numerical Analysis & Optimization
     Rating

     Difficulty

     GPA

    3.63

    Last Taught

    Spring 2025

    Many problems in data science essentially boil down to some mathematical relationships that are to be solved numerically. But have you ever wondered how computers could do math? This graduate-level data science course aims to cover fundamental topics of scientific computing, specifically selected and curated for data scientists, including numerical errors, root finding algorithms, numerical linear algebra, and numerical optimization.

  • LPPP 6250

    Policy Analysis
     Rating

     Difficulty

     GPA

    3.55

    Last Taught

    Spring 2025

    The purpose of this course is to develop the student's ability to define and solve public problems. Subsidiary objectives of the course are to help the student to integrate the analytical, political, and leadership skills they have learned in their other MPP courses and improve their ability to work in teams; and hone their written and oral presentation skills. Prerequisites: Graduate student in public policy

  • DS 6310

    Theory II: Inference & Prediction
     Rating

     Difficulty

     GPA

    3.83

    Last Taught

    Spring 2025

    Explores the mathematical foundations of inferential and prediction frameworks commonly used to learn from data. Frequentist, Bayesian, Likelihood viewpoints are considered. Topics include: principles of estimation, optimality, bias, variance, consistency, sampling distributions, estimating equations, information, Bootstrap methods, ROC curves, shrinkage, and some large-sample theory, prediction optimality versus estimation optimality.

  • LPPS 6330

    Confronting US Climate Policy
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Project oriented course that will research specific climate problems, proposing new solution to decision makers at local & state level. Course expands understanding of broad societal scope relevant to climate action. Students are exposed to federal, state & local policy challenges and opportunities as well as understanding how business & politics shape the policy landscape. Gain understanding of diverse climate-relevant career opportunities.

  • LPPP 6350

    Politics of Public Policy
     Rating

     Difficulty

     GPA

    3.56

    Last Taught

    Spring 2025

    In this course students will learn how to create change in the public policy arena by understanding political actors, their interests, and the institutions they inhabit. Students will learn how issues move through the policy process, at which points they are most amenable to influence, and how to create and use professional work products to influence them.

  • LPPS 6365

    Effectual Entrepreneurship
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Course uses expert entrepreneurs with decades of starting & running new ventures. Expert entrepreneurs learn to tackle the unpredictable, but also to embrace and leverage it to cocreate enduring new ventures. Students will grapple with the principles and process of effectual action and interaction. The course is designed to delve into effectual entrepreneurship ¿ philosophically, psychologically and practically.

  • DS 6410

    Machine Learning II: Methods & Application
     Rating

     Difficulty

     GPA

    3.89

    Last Taught

    Spring 2025

    Fundamentals of data mining and machine learning within a common statistical framework. Topics include boosting, ensembles, Support Vector Machines, model-based clustering, forecasting, neural networks, recommender systems, market basket analysis, and network centrality.

  • DS 6700

    Value I: Data Ethics, Policy and Governance
     Rating

     Difficulty

     GPA

    3.66

    Last Taught

    Spring 2025

    Combines topics in data ethics, critical data studies, public policy, governance, and regulation. Address challenges by topic (Health, Education, Culture & Entertainment, Security & Defense, Cities, Environment, Labor). Research how data-centric systems are deployed within socioeconomic ecosystems and shape the world. Interrogate connections between data science, governments, industry, civil society organizations, and communities.

  • LPPS 6724

    Just Policy: Justice, Goodness, & Public Policy
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Course explores the integration of moral & ethical considerations in addressing U.S. public policy challenges. Students study & contrast major philosophical & political theories of justice & the common good, including those that are embedded in the U.S. constitutional architecture; and consider and contrast how these theories would guide public policy choices.

  • LPPL 6745

    Stigma and Social Disparities
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Introduces classic and contemporary theory and research on the social psychology of stigma, primarily from the perspective of the stigmatized. Topics include stigma's origin and nature, stigma and self-concept, stereotype threat, attributional ambiguity, stigma and social interaction, and implications of stigma for education, health, and life attainment more generally. Provides an overview of this area of psychology and its policy implications. Prerequisites: Graduate Student

  • LPPS 6820

    Identity Politics:A Psycological & Historical POV
     Rating

     Difficulty

     GPA

    3.77

    Last Taught

    Spring 2025

    Students in this course will contend with and explore the implications of how politically relevant attitudes & behaviors in the U.S. have always been tied to identity. Students will employ psychological insights on self, identity, and culture to examine the historical trajectories and broad identity-relevance of pressing social issues in the U.S. today.

  • PSPS 6991

    Capstone Project
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Guiding students in a 2-credit undertaking that culminates in a Public Safety Capstone project. MPS faculty support topic identification, literature review and research, and analysis/synthesis of data to demonstrate achievement of project objectives. Interactive sessions involve Q&A, progress presentations, and peer feedback. Course completes with an article-length paper and video presentation.

  • DS 6993

    Independent Study
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Specialized or advanced topics not in DS current course offerings. Requires (a) approval of the program director and (b) an SDS faculty member who will serve as instructor.  Propose a syllabus which includes a week-by-week accounting of the topics, materials (papers and textbooks), and assessments.  Reach out to the program director for more details.

  • GHSS 7050

    Professional Life After Graduate School
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course provides an opportunity for graduate students in the humanities and social sciences to reflect upon and plan for post-graduation career opportunities both in the academe and in other areas.

  • LPPS 7085

    Modern Techniques in Finance
     Rating

     Difficulty

     GPA

    3.52

    Last Taught

    Spring 2025

    This course provides an introduction to financial techniques that are essential for leadership dealing with any type of organizational finances. It provides an analytical treatment to valuations based on principles and theories of modern finance. Topics include discounted cash flow; interest rate; capital budgeting; valuation of stocks and bonds; investment decisions under uncertainty; capital asset pricing; option pricing; market efficiency.

  • LPPA 7110

    Economics of Public Policy II
     Rating

     Difficulty

     GPA

    3.52

    Last Taught

    Spring 2025

    Prepares students to apply economic analysis to public policy problems. Topics include externalities, industry regulation, and policy problems of allocating resources over time. Examples will show a broad range of substantive applications to domestic and international policymaking.

  • LPPA 7160

    Research Methods and Data Analysis II
     Rating

     Difficulty

     GPA

    3.42

    Last Taught

    Spring 2025

    Builds on the methods and concepts introduced into Research Methods and Data Analysis I to prepare students to gather, analyze, criticize, and interpret complex data in public policy settings. Tools stressed may include multiple regression and experimentation.

  • LPPS 7184

    Innovating for Defense
     Rating

     Difficulty

     GPA

    3.56

    Last Taught

    Spring 2025

    This experiential course pairs students from the Schools of Law, Engineering, and Public Policy with U.S. Department of Defense (DoD) problem sponsors to address real-world national security challenges. Through student research, stakeholder interviews, and engagements with outside experts, each team develops policy recommendations for its sponsor's organization. Recent sponsors include the National Security Agency, U.S. Strategic Command, and the U.S. Air Force's Office of Operational Energy.

  • GBAC 7208

    Customer Analytics
     Rating

     Difficulty

     GPA

    3.67

    Last Taught

    Spring 2025

    This course introduces advanced analytical multivariate techniques used in marketing to understand customer and employee attitudes and behavior from data to gain market intelligence plus target and segment customers and employees that maximizes important marketing metrics. Topics include advanced regression techniques, logistic regression, path analysis, cluster and discriminant analysis, and experimental design. You will use SPSS and R.

  • GBAC 7209

    Data Analytics II: Predictive Analytics and Machine Learning
     Rating

     Difficulty

     GPA

    3.57

    Last Taught

    Spring 2025

    You will learn some of the world's most powerful predictive models. We cover a variety of machine learning algorithms and survival models. We have a hands-on approach, working on real case studies to deepen our understanding of how machine learning solves business problems. You will be exposed to Python and learn to write Python code. In teams, you will compete with peers to develop the best predictive models using machine learning algorithms.

  • GBAC 7212

    Databases and Structured Data Management
     Rating

     Difficulty

     GPA

    3.44

    Last Taught

    Spring 2025

    Covers end-to-end processes relating to the capture, organization, use, and protection of data for analytical purposes. You will learn how to build an optimized relational database and use SQL to extract data to support an organization's analytics strategy and provide important managerial insights from raw data. Extraction, transformation, load (ETL) and data privacy/security will also be discussed in the context of modern organizations.

  • GBAC 7214

    Prototyping & Product Development
     Rating

     Difficulty

     GPA

    3.65

    Last Taught

    Spring 2025

    Prototyping and Product Development is an action-oriented and project-based course. You and your team will identify a problem, develop multiple prototypes that address the problem, and test prototypes through iterative experimentation. Class sessions will be a mix of hands-on exercises, selected readings, and guest speakers. The majority of class time will be devoted to project work to help teams complete their prototypes.

  • GBAC 7215

    Data Analytics III: Deep Learning, Transformers, and AI
     Rating

     Difficulty

     GPA

    3.65

    Last Taught

    Spring 2025

    We cover natural language processing, deep learning, and artificial intelligence to apply them to text and image data. You will learn algorithms that are the backbone of technologies used by Google and Tesla. You will also learn about Transformers, a revolutionizing concept that has caused a paradigm shift in artificial intelligence. In teams, you will compete with peers to develop the best predictive models to process and analyze text data.

  • GBAC 7216

    Managing Big Data
     Rating

     Difficulty

     GPA

    3.63

    Last Taught

    Spring 2025

    This course will introduce the latest practices and technologies for managing big data. It will first compare and contrast big data to relational data in both operational and analytical data systems. It will then explore modern technologies (e.g., Spark and NoSQL), cloud computing (e.g., AWS), and reference architectures for retrieving, storing, integrating and analyzing big data. Finally, it will demonstrate big-data-enabled AI applications.

  • GBAC 7224

    Business Ethics and the Digital Age
     Rating

     Difficulty

     GPA

    3.44

    Last Taught

    Spring 2025

    In this course, you will build a more accurate and up-to-date understanding of what drives human behavior, understand the nature and complexity of moral issues that digital technology and analytics raise, and practice making decisions that balance your ability to use analytics and benefit people.

  • ENCW 7310

    MFA Poetry Workshop
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Graduate-level poetry writing workshop for advanced writing students. A weekly 2.5 hour workshop discussion of student poems. For more details, visit our program website at creativewriting.virginia.edu.

  • LPPS 7310

    Geopolitical Underpinnings of Foreign Policy
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    International relations studies often overlook underlying geographic, economic, & intern¿l order dimensions that varyingly benefit some states & disadvantage others. How does access to open seas or having a veto at the UN benefit a country? How does being landlocked or lacking natural resources disadvantage a country? Course highlights underlying dimensions shaping how a country perceives its interests & what it emphasizes in foreign policy.

  • DS 7406

    Machine Learning Systems
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Current state and future trends in Machine Learning Systems are covered. Topics include hardware systems, software systems, and Machine Learning optimized for metrics beyond predictive accuracy.

  • DEM 7501

    Democracy Seminar II
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    The DI Seminar will provide a unique learning experience that combines interdisciplinary inquiry with diverse forms of scholarly engagement, opportunities to interact with distinguished guests, both academics and community leaders, from on and off-Grounds. In the spring, participants will undertake individual research projects that advance their particular intellectual and professional interests.

  • DS 7540

    Machine Learning IV
     Rating

     Difficulty

     GPA

    3.68

    Last Taught

    Spring 2025

    Advanced topics within Machine Learning.

  • LPPP 7559

    New Course in Public Policy and Leadership
     Rating

     Difficulty

     GPA

    3.69

    Last Taught

    Spring 2025

    Investigates a selected issue in public policy or leadership.

  • ENCW 7610

    MFA Fiction Workshop
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    A course devoted to the writing of prose fiction, especially the short story. Student work is discussed in class and in individual conferences. Parallel reading in the work of modern novelists and short story writers is required. For more details, visit our program website at creativewriting.virginia.edu.

  • LPPP 7750

    Applied Policy Project II
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    The Applied Policy Project (APP) is the capstone event of the MPP program, an independent analytical project for each student. During APP II, students produce a final report of approximately 50 single-spaced, professionally bound pages. The report is presented to both the faculty member and to the client.

  • DS 7800

    Research Methods in Data Science
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Transition into principal investigators and generators of data science-based knowledge. Develop practical skills necessary to conduct high quality data science research, advance development into producers and critical consumers of research, and further development into professional data scientists broadly defined. Research based career topics covered: time management, research products, types of research positions, and grant writing.

  • EDNC 7802

    Instructional Issues in K-12 Education
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    The focus of this course is the development and design of curriculum, and the delivery of instruction to ensure academic success. The course provides key principles of effective supervision, and asks students to apply concepts involved in teaching diverse populations, developing standards-based curricula, and assessment of instructional objectives. The ISLLC Standards for School Leaders are used as framework for inquiry and decision making.

  • EDNC 7804

    Financial Issues in K-12 Education
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course will examine the principles, processes, and responsibilities of financing public education with a focus on the leadership provided at the school level in finance. The course will have a special emphasis on budgeting procedures and accounting systems critical to the management of finances at the building level.

  • EDNC 7805

    Internship for K-12 Education Leaders
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course is designed to prepare individuals for positions of education leadership by exposing them to hands-on administrators. Students will be engaged in a significant number of administrative activities at the elementary, middle, and high schools levels as well as at central office and at community out-reach sites. Students will be mentored on site by licensed school administrators during their 320-hour internship.

  • EDNC 7806

    Practicum for K-12 Education Leaders
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course provides students with the necessary blend of theory, best practice, and authentic problems of practice in leadership. The course provides a bridge between their thought in other courses and the practicalities involved as they prepare for the administrative leadership selection process and their first leadership assignment. Students learn how to use personal assessment tools and feedback to construct Individual Development Plans.

  • EDNC 7807

    Special Education Module
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This module will investigate the current legal, moral, and instructional impact of special education policies in the Commonwealth of Virginia and across the nation. Response to Intervention concepts will be explored in-depth.

  • CPE 7993

    Independent Study
     Rating

     Difficulty

     GPA

    4.00

    Last Taught

    Spring 2025

    Detailed study of graduate course material on an independent basis under the guidance of a faculty member

  • GSCI 8000

    Responsible Conduct of Research
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Research Ethics/Responsible Conduct of Research fulfills both the National Science Foundation and National Institutes of Health Responsible Conduct of Research (RCR) Mandate. The course is case-based and practical. The goal is to have course participants grapple with complex research integrity concerns, especially through cases, and to take away important points from each session as well as where to turn for more information.

  • DH 8000

    Practicum of the Graduate Certificate in Digital Humanities
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This is the required course for the graduate Certificate in Digital Humanities. It entails participation in colloquia, sixty hours of experience participating in a research project uniting computation and humanities, and a portfolio.

  • UD 8612

    Urban Design History and Theory
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    This course introduces students to the underlying histories and theoretical dimensions of urban design as a creative spatial practice. By exploring a wide range of urban interventions at multiple scales, the course contextualizes contemporary design practice within the social, environmental, and political forces acting on the urban environment.

  • DH 8993

    Digital Humanities Independent Study
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Independent study conducted by the student under the supervision of an instructor of choice.

  • DS 8998

    Master's Level Thesis Research
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Engages students in identification of a research question, a review of the literature and the application of an existing data science tool or technique (algorithm) to that problem. This is a mentored experience and will allow the student to demonstrate their capacity for research and begin to develop a relationship with a faculty mentor in Data Science. Course requires instructor permission.

  • EURS 8998

    Thesis Research (M.A.)
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    For master's thesis, taken under the supervision of a thesis director. Students work closely with a primary and a secondary Faculty Advisor, representing two distinct disciplinary approaches, to develop a detailed proposal for their M.A. thesis. Students will work closely with their Faculty Advisor(s) in person, or by e-mail and video-conferencing (e.g., Skype). The proposal must be submitted and approved by the beginning of the final semester.

  • ENCW 8999

    MFA Non-Topical Research
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Non-topical research hours taken as part of the Master of Fine Arts degree in Creative Writing. For more details on this class, please visit the department website at http://www.engl.virginia.edu/courses.

  • CPE 9999

    Non-Topical Research, Doctoral Dissertation
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    Formal record of student commitment to doctoral research under the guidance of a faculty adviser. May be repeated as necessary.

  • DS 9999

    Dissertation Research
     Rating

     Difficulty

     GPA

    Last Taught

    Spring 2025

    PhD level Dissertation Research.