Statistics and Data Science, BS

A key challenge facing managers is the interpretation of the vast amount of data generated by computing systems. As these data do not directly answer important business questions, managers must use data analysis and statistics to interpret them. Statistics and Data Science courses develop the skills and insights required to make effective use of quantitative methods, select and apply techniques, and communicate statistical results. All courses provide skills that augment substantive managerial abilities, along with exposure to computer software that implements key techniques.


The degree and major requirements displayed are intended as a guide for students entering in the Fall of 2025 and later. Students should consult with their academic program regarding final certifications and requirements for graduation.


Other Wharton Requirements

First-Year Foundations
BEPP 1000Introductory Economics for Business Students 11
MATH 1400Calculus, Part I1
or MATH 1070 Mathematics of change, Part I
Critical Writing Seminar1
WRIT 0020, 0110, or 0120-0990
Business Fundamentals
Leadership Journey
WH 1010Business and You0.5
WH 2010Business Communication for Impact0.5
or WH 2011 Global Business Communication for Impact
MGMT 3010Teamwork and Interpersonal Influence0.5
Senior CapstoneOne course with attribute WUCP required 20.5
Fundamentals 3
ACCT 1010Accounting and Financial Reporting1
ACCT 1020Strategic Cost Analysis1
BEPP 2500Managerial Economics (or Honors)1
FNCE 1000Corporate Finance (or Honors)1
FNCE 1010Monetary Economics and the Global Economy (or Honors)1
LGST 1000Ethics and Social Responsibility (or Honors)1
or LGST 1010 Law and Social Values
MGMT 1010Introduction To Management1
MKTG 1010Introduction to Marketing (or Honors)1
OIDD 1010An Introduction to Operations, Information and Decisions1
STAT 1010Introductory Business Statistics (or Honors) 41
or STAT 4300 Probability
or ESE 3010 Engineering Probability
STAT 1020Introductory Business Statistics (or Honors)1
or STAT 4310 Statistical Inference
or ESE 4020 Statistics for Data Science
Flex Fundamentals
Global Economy, Business & Society
One course unit with attribute WUGE required1
Technology, Innovation & Analytics
One course unit with attribute WUTI required1
Liberal Arts & Sciences7
Foreign Language Requirement
Two semesters at the beginner level of a language other than English or demonstration of equivalent proficiency required 5
Humanities
Natural Science, Math & Engineering
Social Science
Flexible Gen Ed
Three course units of approved undergraduate coursework taken outside of Wharton required
Cross-Cultural Perspectives
Three course units with substantial cross-cultural content required 6
Business Breadth
Three upper-level course units from three different Wharton departments outside of the student's concentration required. Please visit https://undergrad-inside.wharton.upenn.edu/business-breadth/ for details.3
Unrestricted Electives
Five course units required 75
Total Course Units33
1

For students who take ECON 0100 Introduction to Micro Economics and ECON 0200 Introductory Economics: Macro in place of BEPP 1000 Introductory Economics for Business Students: one of these courses can be used to satisfy BEPP 1000 on the degree audit. The second course may be used to fulfill a Liberal Arts & Sciences or Unrestricted Elective requirement.

2

Beginning with capstones offered in Fall 2027, all students must complete all business fundamentals as a prerequisite for the senior capstone, in addition to the Leadership Journey courses and any other required prerequisite course(s).

3

Course numbers for honors business fundamentals are: BEPP 2508 Managerial Economics, FNCE 1008 Corporate Finance (Honors), FNCE 1018 Monetary Economics and the Global Economy (Honors), LGST 1008 Ethics and Social Responsibility, LGST 1018 Law and Social Values, MKTG 1018 Introduction to Marketing, STAT 1018 Introductory Business Statistics, and STAT 1028 Introductory Business Statistics.

4

Dual-degree students majoring in SSE (Systems Science Engineering) and EE (Electrical Engineering) must take ESE 3010 Engineering Probability and ESE 4020 Statistics for Data Science.

5

Courses taken at Penn that satisfy the Foreign Language requirement may double-count as Humanities or Flexible Gen Ed.

6

Up to one course may be on U.S. cultural diversity. Please see course attribute WUCN for a list of non-U.S. courses and WUCU for a list of U.S. courses. Two CCP course units may double-count as Humanities; Natural Science, Math & Engineering; Social Science; or Flexible Gen Ed.

7

Students pursuing a second concentration may apply three course units of concentration courses to Unrestricted Electives.

Required for all concentrations:
STAT 4300Probability 11
Additionally select 3 CU's from the following electives:3
Statistical Computing with R
Data Collection and Acquisition: Strategies and Platforms
Predictive Analytics for Business
Applied Machine Learning in Business
Text Analytics
Mathematical Statistics
Stochastic Processes
Forecasting Methods for Management
Introduction to Bayesian Data Analysis
Data Analytics and Statistical Computing
Modern Data Mining
Data Science Using ChatGPT
Sample Survey Design
Applied Probability Models in Marketing
Introduction to Python for Data Science
Advanced Statistical Computing
Convex Optimization for Statistics and Data Science
Numerical Optimization for Data Science and Machine Learning
Other Wharton Requirements33
Total Course Units37

Students who apply STAT 4300 to Business Fundamentals will take an additional elective.