BA MAJOR & MINOR

What You’ll Study

Data Science is useful across many disciplines including Business, Biology, Psychology, Sociology, Environmental Science, and Political Science. You’ll learn the mathematics, statistics, and computer science skills required to effectively extract information from large data sets, analyze results, and communicate your findings. You’ll specifically focus on applying data science to challenging problems in areas such as environmental sustainability and social justice.

You will take courses covering topics such as statistics, data science, machine learning, geographic information systems (GIS), computer programming, calculus, linear algebra, statistical modeling, and databases. Once you learn the basics of the programming languages Python and R and develop skills in GIS, you will dive into advanced mathematics, statistics, and data science courses. 

Capstone

As your studies culminate in a Capstone Project, you will apply your knowledge and skills to an area of your choosing that involves social or environmental advocacy. Working closely with faculty, you could complete a purely academic project in one of these areas, choose a project that solves a problem for a community partner, or work on a significant data-driven project through a professional internship with a company or nonprofit organization. 

Improving Food Access

Data Science students recently won a state award for their work with local nonprofit Bounty and Soul to improve food access. In a project funded by a South Big Data Hub grant, they used machine learning to analyze health and social vulnerability data to create maps to help the organization prioritize locations for healthy food distribution and nutritional counseling.

Explore Classes in This Program

MAT 3110

Machine Learning

Using programming languages such as R and Python, you’ll master machine learning techniques such as clustering, classification, and regression. You’ll become fluent in extracting information from large data sets, building and interpreting statistical models that can be used for predictions, and creating effective visualizations and data summaries.

GBL 3250

Advanced Geographic Information Systems (GIS)

In this course, you’ll further understand how to use geographic information science to help people and the planet. You’ll learn about spatial analysis procedures on raster and vector data, database management, topology, model design, 3D modeling, open source GIS, web mapping, and project management. You’ll design and conduct a significant research project, often to solve a real-world problem for outside organizations

MAT 4100

Environmental & Social Advocacy with Data

In this course, you’ll learn how to use data science to help address problems in environmental sustainability and social justice through case studies. By the end of this pre-Capstone course, you will choose your Capstone topic and select sufficiently robust data sets to analyze in depth in the Capstone Course.

Still curious? See the Curriculum
Meet Our Faculty

Warren Wilson students crave a challenge. I am continually amazed at the enthusiasm with which our students throw themselves into an endeavor, whether it be a physically exhausting service trip or an intellectually stimulating research question. Wilson students tend to say “bring it.”

David Abernathy, Ph.D.
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David Abernathy
David Abernathy, Ph.D.
Holly Rosson

I love the diverse interests of students, faculty, and staff at Warren Wilson.

Holly Rosson, Ph.D.
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Holly Rosson
Holly Rosson, Ph.D.
Faculty member Christopher Potvin stands smiling in a red shirt in front of Orr Cottage

Working with students is my biggest passion. I think my motto as a long time summer camp counselor and director sums up my teaching philosophy pretty well: Camp is for the campers!

Christopher Potvin, Ph.D.
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Faculty member Christopher Potvin stands smiling in a red shirt in front of Orr Cottage
Christopher Potvin, Ph.D.
Gretchen Whipple

Warren Wilson students challenge me to be my best. They are curious, they ask questions. They have their own ideas about 'what', and offer the opportunity to explore in learning the 'why' and 'how.'

Gretchen W. Whipple, Ph.D.
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Gretchen Whipple
Gretchen W. Whipple, Ph.D.
IT Director Michael Mars Landis stands smiling

Wilson students are engaged and invested in their own education more than what I've seen elsewhere, and we treasure our community, along with the relationships we form.

Michael Mars Landis, MS
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IT Director Michael Mars Landis stands smiling
Michael Mars Landis, MS
Faculty Member Nancy Matar stands smiling outside of Orr Cottage.

Students at Warren Wilson always challenge me to think deeper. I’m amazed with their curiosity!

Nancy Matar
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Faculty Member Nancy Matar stands smiling outside of Orr Cottage.
Nancy Matar, Ph.D
David Abernathy

Hands-on, All-in

Warren Wilson integrates your academics with work and community engagement. Engaging all your passions and interests results in an education with meaning and real professional experience.
Students and professor involved in NASA DEVELOP
NASA 
Three alumni worked for NASA to create two tools to prevent deforestation and wildfires.
Crunch Numbers, Change the World 
Use your data analysis skills to make a difference for one of our community partners.
Student provides tech support on Information Technology Crew
Professional Experience 
Gain valuable work experience on the Information Technology Services Crew.
Creative Technologies Lab 
In our makerspace, you can experiment with emerging technologies (3D manufacturing and microcomputing), electronics, software, computing equipment, and other high-tech tools.
Students stand in front of a window wearing formal clothes
Internships Spotlight 
Gain business opportunities, jobs, and mentoring relationships in Data Science through our Career Center.
A land cover classification map of buncombe county.
Fieldwork Profile

Mapping Change

Students in the Advanced GIS class completed a 20-year update to the project “Mapping Change”. The first project, created in 2003, was designed to give decision-makers and stakeholders the data necessary for examining change in Buncombe County over the two decades leading up to the turn of the century.

Given the significant growth and change in the county over the past twenty years, the update spanned several aspects of social and environmental change with population growth, housing development, food insecurity, social vulnerability, land use change, and water quality being points of focus.

Learn More

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