Program Overview

Introduction to the Data Analytics Certificate

The online Certificate in Data Analytics is a 4-course, 4 c.u. sequence designed to provide a point of entry for individuals to gain expertise in data analytics. The certificate’s four data analytics classes take place online with flexible scheduling to accommodate working adults, so that you can develop your data literacy while working on your career. Courses are taught by experts and experienced practitioners, including members of the Penn faculty from the Penn Program on Opinion Research and Election Studies.

Program Requirements

• The Certificate in Data Analytics is a 4-course, 4 c.u. credit program of study taught by University of Pennsylvania faculty.
• To earn a certificate, students complete the four courses offered, beginning with DATA 1010: Introduction to Data Analytics.

Flexible Course Schedule

Penn LPS Online courses in the Certificate in Data Analytics are offered on an accelerated (8-week) schedule. Courses in this online certificate program include a weekly synchronous session. All Penn LPS Online courses are taught at the undergraduate level by Penn instructors.

Program Outcomes

The Certificate in Data Analytics prepares you to:

• Implement and interpret basic regression models
• Understand advanced predictive modeling and machine learning
• Implement and analyze surveys
• Design experiments and A/B tests to test solutions and address problems
• Develop skills in statistical programming and data analysis in R
• Apply skills and knowledge to solve real-world problems
• Manage and analyze big data sets

Curriculum

Courses in the Certificate in Data Analytics must be completed sequentially, beginning with DATA 1010: Introduction to Data Analytics. Students must complete all four online data analytics courses in order to earn the Certificate in Data Analytics.

• Course List:
  • DATA 1010: Introduction to Data Analytics (1 c.u.)
  • DATA 2100: Intermediate Data Analytics (1 c.u.)
  • DATA 3100: Introduction to Statistical Methods (1 c.u.)
  • DATA 4010: Advanced Data Analytics (1 c.u.)
• Total Course Units: 4
• Courses are subject to change.

Important Notes

• 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.