A minor in Data Analytics is offered to those who wish to complement study in another discipline. This minor allows students to have the skills to work in cross disciplinary teams to solve challenging scientific problems.

Specializations are available in the following:

• Biology: Environmental Science
• Biology: Genetics
• Business
• Chemistry
• Finance
• Physics
• Psychology
• Sports Science

This minor is not available to students who earn a major in Information Systems.

Course List

Code	Title	Units
Lower-Division Requirements
CSC 1043 and CSC 1043L	Introduction to Computer Programming and Introduction to Computer Programming Lab	3
Choose one (1) sequence from the following:		3-4
MTH 1044	Calculus with Applications (FE)
MTH 1064 and MTH 1064L	Calculus I (FE) and Calculus I Lab (FE)
MTH 1073	Business Calculus (FE)
Choose one (1) course from the following:		3
MTH 2003	Introduction to Statistics
MTH 3063	Calculus Based Statistics with R
MTH 3083	Mathematical Probability and Statistics
Upper-Division Requirements
CSC 3003	Python and UNIX	3
or EGR 3003	Python and UNIX
CSC 3011	Machine Learning and Multivariate Modeling in R	1
or CSC 3031	Data Visualization and Communication with R
CSC 3022	Data Management for Data Analytics	2-4
or ISS 4014	Data Base Systems and Web Integration
Choose one (1) sequence from the following:		3
CSC 4133	Service Learning in Computer Science
HON 4098 and HON 4099	Honors Project I and Honors Project II
KIN 4084	Practicum in Kinesiology
MTH 4142 and MTH 4151	Data Science Project I and Data Science Project II
MTH 4133	Service Learning in Mathematics
MTH 4162 and MTH 4171	Project for Data Analytics Minors I and Project for Data Analytics Minors II
Specialization Courses
Choose one (1) of the following areas of specialization:		8-16
Biology: Environmental Science
BIO 2011 and BIO 2011L	Ecological and Evolutionary Systems (FE) and Ecological and Evolutionary Systems Laboratory (FE)
BIO 3063 and BIO 3063L	Conservation Ecology and Conservation Ecology Laboratory
Biology: Genetics
BIO 2010 and BIO 2010L	Cell Biology and Biochemistry (FE) and Cell Biology and Biochemistry Laboratory (FE)
BIO 3045 and BIO 3045L	Genetics and Genetics Laboratory
Business
MGT 2012	Principles of Management
MKT 3032	Principles of Marketing
Choose one (1) course from the following:
BUS 4080	International Business
MGT 3020	Organizational Behavior
MGT 4012	Leadership Theory and Practice
Chemistry
CHE 1052 and CHE 1052L	General Chemistry I (FE) and General Chemistry I Lab (FE)
CHE 1053 and CHE 1053L	General Chemistry II and General Chemistry II Lab
CHE 2013	Analytical Chemistry
CHE 3025 and CHE 3025L	Physical Chemistry I and Physical Chemistry I Lab
Finance
ACC 2001	Principles of Financial Accounting
ACC 2002	Principles of Managerial Accounting
FIN 3035	Business Finance
Physics
PHY 2044 and PHY 2044L	University Physics I (FE) and University Physics I Lab (FE)
PHY 2054 and PHY 2054L	University Physics II and University Physics II Lab
PHY 3004 and PHY 3004L	Modern Physics and Modern Physics Lab
Psychology
PSY 1003	General Psychology (FE)
PSY 3020	Social Psychology
PSY 4009	Psychology of Cognition and Learning
Sports Science
KIN 2080	Care and Prevention of Athletic Injuries
Choose six (6) units from the following:
KIN 2050	Medical Terminology
KIN 2080L	Care and Prevention of Athletic Injuries Lab
KIN 3027	Applied Biomechanics 1
KIN 3027L	Biomechanics Laboratory
KIN 3070	Praxis of Strength Training and Conditioning
Total Units		26-37

¹

Prerequisite KIN 3025 waived with KIN 2080.