Lower Division Requirements - 13-17 units

• DATA 213 - Programming for Data Science Units: 3

Upper Division Requirements - 25 units

• COMP 447 - Societal Issues in Computing Units: 3
• DATA 300 - Introduction to Data Management Units: 3
• DATA 426 - Statistical Computing Units: 3
• DATA 499 - Data Science Capstone Units: 3
• MATH 352 - Probability and Statistics Units: 3
• MATH 390 - Junior Seminar Units: 1
• MATH 398 - Advanced Research Investigations Units: 3
• MATH 408 - Machine Learning Units: 3
• MATH 430 - Statistical Models Units: 3

Upper Division Elective Requirements - 6 units

• BIOL 432 - Principles of Epidemiology and Environmental Health Units: 3
• COMP 420 - Database Theory and Design (Cross-listed as IT 420) Units: 3
• COMP 469 - Introduction To Artificial Intelligence Units: 3
• COMP 478 - Introduction To Data Mining Units: 3
• ECON 312 - Econometrics Units: 3
• ECON 312L - Econometric Applications Units: 3
• ESRM 303 - Data Visualization and Climate Communication Units: 3
• ESRM 328 - The Why of Where: Foundations in GIS Units: 3
• ESRM 433 - Satellites to Sensors: Remote Sensing of the Environment Units: 3
• FIN 300 - Business Finance Units: 3
• HIST 330 - The History of Science: Nonwestern Origins and the Western Revolution (Cross-listed as CHEM 330) Units: 3
• MATH 445 - Image Analysis and Pattern Recognition (Cross-listed as PHYS 445, COMP 445) Units: 3
• MATH 448 - Scientific Computing Units: 3
• MATH 453 - Mathematical Statistics Units: 3
• MIS 310 - Management Information Systems Units: 3
• MIS 320 - Business Data Analytics and Visualization Units: 3

General Education and Graduation Requirements - B.S.

To graduate, students must complete a minimum of 120 units (27 units must be upper division), including the following General Education Requirements  (GE) and Graduation Requirements   not met within the major:

• American Institutions Requirements       
• GE Requirements     
  • Lower Division General Education Area 1-6 Requirements   
  • Upper Division General Education (UDGE) Requirements  (minimum of 3 units in each Area: UDGE-2 , or UDGE-5 , UDGE-4  and UDGE-3 )
• Graduation Writing Assessment Requirement  (C- or better grade)
• Language Requirement  (C- or better grade)
• Multicultural Perspectives (MP) Requirement  
• Free electives as needed to meet minimum units for graduation  

Roadmaps