Data science
The data science major at St. Norbert College prepares students to uncover insights, solve complex problems, and make informed decisions through the power of data. Combining mathematics, statistics, computer science and ethical inquiry, the program equips students with the skills needed to collect, organize, analyze, model and communicate data in meaningful ways.
Through hands-on projects and real-world applications, students learn how to build predictive models, work with large datasets, apply machine learning techniques and effectively communicate findings that help organizations and communities make better decisions. Rooted in the liberal arts tradition, the program emphasizes both technical expertise and responsible data stewardship.
Primary Major Credential
B.S.
Offered As
Major
The data science major provides a rigorous foundation in mathematics, statistics, computing and machine learning. Students learn not only how to analyze data but also how to build and evaluate the mathematical and computational models that drive modern data science.
The curriculum emphasizes the full data lifecycle: from collection and cleaning to modeling, visualization, interpretation and communication. Students develop expertise in programming, probability, statistical analysis, machine learning and data visualization while exploring the ethical implications of data-driven decision-making.
Key areas of study include:
Computer Programming
Data Structures and Algorithms
Artificial Intelligence
Linear Algebra
Probability and Statistics
Multivariable Calculus
Mathematical Foundations
Data Collection and Cleaning
Data Wrangling
Data Visualization
Statistical Modeling
Machine Learning
Predictive Analytics
Data Communication
Ethics in Data Science
Data Practicum and Capstone Research
If there’s one thing that SNC professors and instructors have in common, it’s a passion for teaching and sharing their expertise. You’ll also find them dedicated to providing personalized guidance that supports your academic and career aspirations. Discover the distinguished scholars you’ll be learning from.
Data scientists are among the most sought-after professionals in today's economy. Organizations across healthcare, technology, finance, government, manufacturing, education and research increasingly rely on experts who can transform data into actionable insights. Graduates of the data science major will possess a rare combination of mathematical rigor, computational expertise, and communication skills that prepares them to develop analytical models, evaluate complex datasets and solve real-world problems. The program also equips students with the adaptability needed to thrive in a rapidly evolving technological landscape.
The data science major provides excellent preparation for advanced study in quantitative, computational, and research-focused disciplines. Graduates may pursue graduate degrees and professional programs such as:
- Data Science
- Statistics
- Applied Statistics
- Machine Learning
- Artificial Intelligence
- Computer Science
- Mathematics
- Operations Research
- Business Analytics
- Quantitative Finance
- Economics
- Public Health Analytics
- Bioinformatics
- Information Systems
- Computational Social Science
- Research and Academic Careers
- Data Scientist
- Machine Learning Analyst
- Data Analyst
- Predictive Analytics Specialist
- Quantitative Analyst
- Business Intelligence Analyst
- Research Data Analyst
- Statistical Analyst
- Artificial Intelligence Analyst
- Data Engineer
- Analytics Consultant
- Operations Research Analyst
- Healthcare Data Scientist
- Financial Data Analyst
- Risk Analyst
- Market Intelligence Analyst
- Computational Researcher
- Government Data Analyst
- Data Visualization Specialist
- Decision Science Analyst
