Mathematics: Data Science B.S.

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Summary of Units:

Lower Division Major Requirements	13-17
Upper Division Major Requirements	31
General Education	34
Free Electives and Graduation Requirements	38-42
Total Units	120

Lower Division Major Requirements - 13-17 units

MATH 240 - Linear Algebra Units: 3
MATH 140 - Calculus for Business Applications Units: 3
MATH 150 - Calculus I Units: 4
MATH 151 - Calculus II Units: 4
MATH 200 - Stretch College Statistics II Units: 3
MATH 201 - Elementary Statistics Units: 3
MATH 202 - Biostatistics (Cross-listed as PSY 202) Units: 3

Upper Division Major Requirements - 31 units

Major Requirements - 25 units

COMP 447 - Societal Issues in Computing 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

Major Electives - 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 447 - Societal Issues in Computing 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