Data Science Minor Application Electives

	A	B	C
1	Course(s)	Title	Credits
2	CLIMATE 324/ SPACE 324	Instrumentation for Atmospheric and Space Science	4
3	CLIMATE 423/ SPACE 423	Data Analysis and Visualization for Geoscientists	4
4	DATASCI 315	Statistics and Artificial Intelligence	4
5	EARTH 408/ENVIRON 403	Introduction to GIS in the Earth Sciences	3
6	ENVIRON 473/ANTHROBIO 463/PSYCH 463	Statistical Modeling in R	4
7	QMSS 301	Quantitative Social Analysis and Big Data	4
8	SI 311 (Sports Analytics)	Sports Analytics	1-3
9	SI 340	Experiment Design and Analyses	4
10	SOC 310	Sociological Research Methods	3-4
11	STATS/BIOSTAT 449	Topics in Biostatistics	3
12	STATS 470	Design of Experiments	4
13	ASTRO 361	Astronomical Techniques	4
14	ASTRO 406	Computational Astrophysics	3
15	BIOINF 463/BIOPHYS 463/MATH 463	Mathematical Modeling in Biology	3
16	BIOPHYS 445/CMPLXSYS 445/PHYSICS 445	Introduction to Information Theory for the Natural Sciences	3
17	CHE 431	Engineering Statistics and Problem Solving	3
18	CMPLXSYS 466/EEB 466/MATH 466	Mathematical Ecology	3
19	CMPLXSYS 510/MATH 550	Introduction to Adaptive Systems	3
20	COGSCI 445/LING 445	Machine Learning for NLP	3
21	ECON 258	Topics in Applied Data Analysis	3
22	ECON 309	Experimental Economics
23	ECON 409	Game Theory	4
24	EEB 315/ENVIRON 315	Ecology and Evolution of Complex Disease	3
25	EEB 391	Introduction to Evolution: Quantitative Approach	4
26	EEB 408	Modeling for Ecology and Evolutionary Biology	4
27	EEB 430/CMPXSYS 430	Modeling Infectious Diseases
28	HONORS 365/PHYSICS 365/SI 365	Cyberscience: Computational Science and the Rise of the Fourth Paradigm	3
29	IOE 413	Optimization Modeling in Health Care	3
30	IOE 465	Design of Experiments	3
31	IOE 466/MFG 466	Statistical Quality Control	3
32	MKT 418	Marketing Analytics	3
33	POLSCI 300	Quantitative Empirical Methods of Political Science	4
34	POLSCI 387	Comparative Analysis of Government Institutions	3-4
35	POLSCI 485	Elections Forensic	3
36	SM 450	Introduction to Sports Analytics	3
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