Graduate Certificate in Data Science
The Data Science Graduate Academic Certificate is intended to train students to manage and analyze data, and interpret results from data analyses, particularly from large data sets. The certificate leverages the expertise from faculty in several units to give students a strong interdisciplinary background in this emerging area.
Applying to the Certificate Program
- Students admitted to the Graduate School at the 果冻传媒麻豆社 must submit the Academic Certificate Declaration on page 2 of the Change of Curriculum form to the certificate coordinator for department chair approval.
- To apply for the program as a stand-alone certificate please apply online through Graduate Admissions. You will be required to submit transcripts showing a minimum of a 3.0 GPA for your undergraduate degree.
- Graduate Academic Certificate requirements can be viewed in of the U of I Catalog.
Prerequisites
- In addition to the existing policies and procedures for a Graduate Academic Certificate, the Data Science Certificate requires:
- Stat 431 Statistical Analysis or an equivalent course.
- Experience with statistical software or programming equivalent to the background of a student completing Stat 431.
Required Coursework
One of the following (3 cr):
- MIS 555 Data Management for Big Data (3 cr)
- or CS 575 Machine Learning
- or CS 579 Data Science (3 cr)
Plus one of the following (3 cr):
- Stat 517 Statistical Learning and Predictive Modeling (3 cr)
- or Stat 565 Computer Intensive Statistics (3 cr)
Plus two of the following (6 cr):
- CS 472 Evolutionary Computation (3 cr)
- CS 475 Machine Learning (3 cr)
- Mktg 431 Marketing Analytics (3 cr)
- OM 439 Systems and Simulation (3 cr)
- OM/Stat 456 Enterprise Quality Management (3 cr)
- Stat 507 Experimental Design (3 cr)
- Stat 519 Multivariate Analysis (3 cr)
- STat 565 Computer Intensive Statistics (3 cr)
Links to course descriptions are found in the . Course offerings and availability may vary by semester.
Note: Credits to total 12 for this graduate academic certificate. At least half of the credits must be at the graduate level. All required coursework must be completed with a grade of B or better.
Certificate Coordinator
For more information, email the Department of Mathematics and Statistical Science.
Students interested in employment in statistics should consider studying for an M.S. degree in Statistics.