Recommended For-Credit Courses

Additional Courses

We have listed just some of the many AI and analytics courses available to Penn and Wharton students. These listings are subject to change. Please review MyWharton for additional courses, as well as up-to-date section information, class times, and registration info.

Undergraduate

Computer Science

CIS 5450: Big Data Analytics

CIS 5200: Machine Learning

Legal Studies

LGST 2420: Big Data, Big Responsibilities: The Law and Ethics of Business Analytics

Marketing

MKTG 2120: Data and Analysis for Marketing Decisions

MKTG 2710: Models for Marketing Strategy

MKTG 3090: Experiments for Business Decision Making

MKTG 3520: Marketing Analytics

 

Operations, Information, and Decisions

OIDD 1050: Developing Tools for Data Access and Analysis

OIDD 2010X: Technology, Online Business Model Innovation, and Valuation

OIDD 2150: Intro to Analytics and the Digital Economy

OIDD 2200: Introduction to Operations Management

OIDD 2240: Analytics for Service Operations

OIDD 2360: Scaling Technology Ventures: Aligning Operations with Strategy

OIDD 2450: Analytics and the Digital Economy

OIDD 3110: Business Computer Languages

OIDD 3150: Databases for Analytics

OIDD 3190: Advanced Decision Systems

OIDD 3210: Management Science

OIDD 3250: Thinking with Models

OIDD 3530: Mathematical Models in Finance

OIDD 3800: Operations Strategy Practicum

OIDD 4100: Data Mining for Business Intelligence

OIDD 4690: Advanced Information Strategy and Economics

OIDD 5250: Thinking with Models: Business Analytics for Energy and Sustainability

Statistics and Data Science

STAT 4230: Applied Machine Learning in Business

STAT 4300: Probability

STAT 4330: Stochastic Processes

STAT 4350: Forecasting Methods for Management

STAT 4420: Introduction to Bayesian Data Analysis

STAT 4700: Data Analytics and Statistical Computing

STAT 4740: Modern Regression for the Social, Behavioral and Biological Sciences

STAT 4750: Sample Survey Design

STAT/OIDD 4770: Intro to Python for Data Science

 

Graduate & MBA

Computer Science

CIS 5220: Machine Learning

CIS 5450: Big Data Analytics

Legal Studies

LGST 6420: Big Data, Big Responsibilities: The Law and Ethics of Business Analytics

Marketing

MKTG 7120: Data and Analysis for Marketing Decisions

MKTG 7540: Pricing Policy

MKTG 7710: Models for Marketing Strategy

MKTG 8090: Experiments for Business Decision Making

MKTG 8520: Marketing Analytics

Operations, Information, and Decisions

OIDD 5250: Thinking with Models: Business Analytics for Energy and Sustainability

OIDD 6360:  Scaling Operations

OIDD 6420: Analytics for Services

OIDD 6430: Analytics for Revenue Management

OIDD 6530: Mathematical Modeling & its Applications in Finance

OIDD 6580: Service Operations Management

OIDD 6630: Databases for Analytics

OIDD 8980: Understanding Behavior with Big Data

Statistics and Data Science

STAT 7050: Statistical Computing with R

STAT 7100: Data Collection and Acquisition: Strategies and Platforms

STAT 7110: Forecasting Methods for Management

STAT 7220: Predictive Analytics for Business

STAT 7230:  Applied Machine Learning in Business

STAT 7240: Text Analytics

STAT 7700: Data Analytics and Statistical Computing

STAT 7770: Intro to Python for Data Science

STAT 9740: Modern Regression