Data Science & Analytics Concentrations

Analytics in the Social Sciences Concentration: (12 credit hours)

• MTH 279 - Basic Statistical Methods, 3 credit hours
• ECN 320 - Research Methods and Design, 2 credit hours
• ECN 321 - Data Analysis Lab, 1 credit hour
• ECN 379 - Intermediate Statistical Methods, 3 credit hours
• ECN 464 - Research Seminar, 3 credit hours

Art History Concentration: (18 credit hours)

• ART 103D - Art of Our Time, 3 credit hours
• ART 231I - Art History: from Caves to Cathedrals, 3 credit hours
• ART 232I - Art History: from Renaissance to Modernism, 3 credit hours
• ART 234 - Survey of American Art from Colonial Times to 1945, 3 credit hours
• ART 235I - Topics in Non-Western Art, 3 credit hours
• ART 236I - Modern Art, 1850-1950, 3 credit hours

Biology/Bioinformatics Concentration: (15 credit hours)

• BIO 121 - Fundamentals of Cellular and Molecular Biology, 4 credit hours
• BIO 122 - Fundamentals of Ecology, Evolution and Biodiversity, 4 credit hours
• BIO 211 - Genetics, 4 credit hours
• BIO 335 - Bioinformatics and Genomics, 3 credit hours

Biology/Ecology Concentration: (12 credit hours)

• BIO 121 - Fundamentals of Cellular and Molecular Biology, 4 credit hours
• BIO 122 - Fundamentals of Ecology, Evolution and Biodiversity, 4 credit hours
• BIO 313 - Ecology, 4 credit hours

Cognitive-Behavioral Concentration: (14 credit hours)

• PSY 100 - Principles of Psychological Science, 3 credit hours
• PSY 326 - Applied Behavior Analysis, 3 credit hours
• PSY 327 - Psychology of Learning, 4 credit hours
• PSY 328 - Cognitive Processes, 4 credit hours

Communication Competence Concentration: (12 credit hours)

• CAS 112 - Presentational Speaking, 3 credit hours
• CAS 115 - Media Literacy, 3 credit hours
• CAS 202 - Relationships and Communication, 3 credit hours
• CAS 316 - Social Media Fundamentals, 3 credit hours

Developmental Concentration: (13 credit hours)

• PSY 100 - Principles of Psychological Science, 3 credit hours
• PSY 205 - Developmental Psychology, 3 credit hours
• PSY 315 - Child Development, 4 credit hours
• PSY 325 - Adolescent Development, 4 credit hours

Digital Philosophy Concentration: (18 credit hours)

• PHL 205 - Topics in Ethics, 3-4 credit hours
• PHL 272I - International Ethics, 3 credit hours
• PHL 273(X) - Environmental Ethics, 3 credit hours
• PHL 274 - Bioethics, 3 credit hours
• PHL 314 - Contemporary Philosophy, 3-4 credit hours
• PHL 371 - Advanced Topics, 3-4 credit hours

Finance Concentration: (12 credit hours)

• ACC 211 - Intro to Financial Accounting, 3 credit hours
• FNC 342 - Corporate & Organizational Finance, 3 credit hours
• FNC 445 - Principles of Investments, 3 credit hours

• 
  Select one of the following:

• FNC 446 - Intermediate Finance, 3 credit hours
• FNC 465 - Risk Management in Financial Institutions, 3 credit hours
• FNC 485 - Empirical Methods in Finance, 3 credit hours

Geology Concentration: (12 credit hours)

• GEO 111 - The Dynamic Earth, 4 credit hours
• GEO 205 - Geographic Information Systems, 4 credit hours
• GEO 212 - Earth History, 4 credit hours

Health and Wellness Concentration: (12 credit hours)

• ASW 110W - Personal Wellness, 1 credit hour
• ASW 218W - Consumer Issues, 2 credit hours
• ASW 222W - Community Health, 3 credit hours
• ASW 270 - Principles of Health Promotion, 3 credit hours
• ASW 312W - Substance Abuse/Chemical Dependency, 3 credit hours

History Concentration: (12 credit hours)

• Select four of the following:

• HIS 200 - Quantitative Research Methods for Humanities, 3 credit hours
• HIS 227I - History of Africa, 3 credit hours
• HIS 250D - African-American History, 3 credit hours
• HIS 270I - Latin America, 3 credit hours
• HIS 321 - Classical Antiquity to the Fall of Rome, 3 credit hours
• HIS 322 - Medieval Europe to the Black Death, 3 credit hours
• HIS 323 - Enlightenment, French Revolution, and Napoleon, 3 credit hours
• HIS 349I - Modern Britain, 3 credit hours
• HIS 355 - Modern America: 1920-1945, 3 credit hours
• HIS 356 - Recent America: 1945-present, 3 credit hours
• HIS 381I - The Arab-Israeli Conflicts, 4 credit hours
• HIS 389I - The Modern Middle East, 4 credit hours
• PBH 200 - Introduction to Archives and Museums, 3 credit hours
• PBH 300 - Community Research & Oral History, 3 credit hours

International Conflict Concentration: (12 credit hours)

• POL 211I - International Politics, 3 credit hours

•  

  Select three of the following:

• INT 250I - Security, Technology and Threat Assessment, 3 credit hours
• POL 315 - International Organization, 3 credit hours
• POL 363I - Cybersecurity and Tech Frontiers, 3 credit hours  

Marketing/International Business Concentration: (12 credit hours)

• MKT 230 - Introduction to Marketing, 3 credit hours

• 
  Select three of the following:

• MKT 336 - Brand Management, 3 credit hours
• MKT 337 - Digital Marketing, 3 credit hours
• MKT 338 - Consumer Behavior, 3 credit hours
• MKT 431 - Supply Chain Management, 3 credit hours
• MKT 432 - Marketing Research & Information Systems, 3 credit hours
• MKT 436I - International Marketing, 3 credit hours

Mental Health Concentration: (13 credit hours)

• PSY 100 - Principles of Psychological Science, 3 credit hours

•  

  Select three of the following:

• PSY 302 - Psychological Disorders, 4 credit hours
• PSY 312D - Counseling Psychology, 4 credit hours
• PSY 316D - Child Psychopathology, 3 credit hours
• PSY 326 - Applied Behavior Analysis, 3 credit hours

Musicology Concentration: (16 credit hours)

• MUA 101 - ICTUS (Introduction to Conservatory Training, Understanding, and Skills), 2 credit hours
• MUA 110 - Theory 1, 2 credit hours
• MUA 140 - Music History Survey 1, 3 credit hours
• MUA 141I - Music History Survey 2, 3 credit hours
• MUA 210 - Theory 2, 2 credit hours

• 
  Select two of the following:

• MUA 213 - Counterpoint, 2 credit hours
• MUA 216 - Pop Music Theory, 2 credit hours
• MUC 329 - Introduction to Research in Music, 2 credit hours
• MUA 330 - Chromatic Theory and Formal Analysis, 3 credit hours
• MUC /MUL 361 - Music and Meaning in Film, 2 credit hours   
• MUC /MUL 362 - Music and Meaning in Video Games, 2 credit hours   
• MUC 363 /MUC 463 - Seminar, 2 credit hours  
• MUA 410 - Theory of Music Since 1900, 2 credit hours
• MUA 420 - Post-Tonal Aural Skills, 2 credit hours

Neuroscience Concentration: (13 credit hours)

• NRO 110 - Introduction to Brain & Behavior, 3 credit hours
• NRO 200 - Introduction to Cell and Molecular Neuroscience, 3 credit hours
• NRO 210 - Neuroanatomy, 4 credit hours
• NRO 280 - Neuroscience Research Methods and Techniques, 3 credit hours

Social-Personality Concentration: (13 credit hours)

• PSY 100 - Principles of Psychological Science, 3 credit hours

•  

  Select three of the following:

• PSY 245D - Multicultural Psychology, 3-4 credit hours
• PSY 304 - Personality Psychology, 4 credit hours
• PSY 321 - Human Relations and Group Dynamics, 3 credit hours
• PSY 339 - Social Psychology, 4 credit hours

Sports Medicine Concentration: (14 credit hours)

• ASW 202 - Principles of Sports Medicine, 3 credit hours
• ASW 206 - Medical Terminology, 2 credit hours
• ASW 211W - Nutrition for the Athlete, 3 credit hours
• ASW 300 - Evaluation Techniques in Sports Medicine, 3 credit hours

•  

• ASW 310 - Medical Topics in Sports Medicine, 3 credit hours

• OR

• ASW 352 - Motor Learning & Developmental Movement, 3 credit hours

World Languages Concentration: (12 credit hours)

Four World Language courses at the 202 level (Intermediate II) and above.

FRN /GER /SPN 350  or FRN /GER /SPN 360  recommended.

HUM 285I , FRN /GER 240I , SPN 300 , and SPN 265D  may be included.