Undergraduate Degree Roadmaps

Cal State East Bay has four academic colleges. Colleges offer programs and resources, such as advising, and host workshops and events. Visit your college’s website to find important information, get answers to questions, and to stay connected.

The programs offered by each College are listed below and include links to degree roadmaps. Roadmaps are suggested plans designed to inform undergraduate students about the sequence of courses needed to satisfy degree requirements. Roadmaps are not meant to cover every possibility but are simple guides to help you along the way. If you cannot take a course at the recommended time please see an advisor to find another class for the semester.

For an alternate format of roadmaps, please email aps@csueastbay.edu

College of Business & Economics (CBE)

Accounting and Analytics Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Accounting and Analytics B.S. N/A N/A N/A N/A N/A

 

Accounting and Analytics Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
B.S. Accounting and Analytics 

Business Administration Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Business Administration, B.S.: Accounting Concentration -   2019-2020 
Business Administration, B.S.: Accounting Concentration (Self-Support Only)(Online) 2019-2020
Business Administration, B.S.: Business Economics Concentration 2019-2020
Business Administration, B.S.: Entrepreneurship Concentration 2019-2020
Business Administration, B.S.: Finance Concentration 2019-2020
Business Administration, B.S.: Finance Concentration (Self-Support Only)(Online)
2019-2020
Business Administration, B.S.: General Management Concentration
2019-2020
Business Administration, B.S.: General Management Concentration (Self-Support Only)(Online) 2019-2020
Business Administration, B.S.: Human Resources Management & Organizational Behavior Concentration 2019-2020
Business Administration, B.S.: Human Resources Management & Organizational Behavior Concentration (Self-Support Only)(Online)
Business Administration, B.S.: Information Technology Management Concentration 2019-2020
Business Administration, B.S.: Marketing Management Concentration 2019-2020
Business Administration, B.S.: Operations and Supply Chain Management Concentration 2019-2020
Business Administration, B.S.: Operations and Supply Chain Management Concentration (Self-Support Only)(Online) 2019-2020

 

Business Administration Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)
Business Administration, B.S.: Accounting Concentration ADT
Business Administration, B.S.: Business Economics Concentration
Business Administration, B.S.: Entrepreneurship Concentration
Business Administration, B.S.: Finance Concentration
Business Administration, B.S.: General Management Concentration
Business Administration, B.S.: Human Resources Management & Organizational Behavior Concentration
Business Administration, B.S.: Information Technology Management Concentration
Business Administration, B.S.: Marketing Management Concentration
Business Administration, B.S.: Operations and Supply Chain Management Concentration

Business Analytics Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Business Analytics, B.S.: Information System and Supply Chain Analytics Concentration N/A N/A N/A N/A N/A
Business Analytics, B.S.: Marketing Analytics Concentration N/A N/A N/A N/A N/A

 

Business Analytics Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)
Business Analytics, B.S.: Information System and Supply Chain Analytics Concentration
Business Analytics, B.S.: Marketing Analytics Concentration

Economics Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Economics, B.S.   2019-2020 

 

Economics Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Economics, B.S.

College of Education & Allied Studies (CEAS)

Hospitality and Tourism Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Hospitality and Tourism, B.S. (Online)   2019-2020 
Hospitality and Tourism, B.S.: Event Planning and Management Concentration (Online) 2019-2020
Hospitality and Tourism, B.S.: Food and Beverage Concentration (Online) 2019-2020
Hospitality and Tourism, B.S.: Lodging, Resort, and Club Management Concentration (Online) 2019-2020

  

Hospitality and Tourism Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)
Hospitality and Tourism, B.S. 
Hospitality and Tourism, B.S.: Event Planning and Management Concentration 
Hospitality and Tourism, B.S.: Food and Beverage Concentration
Hospitality and Tourism, B.S.: Lodging, Resort, and Club Management Concentration

Kinesiology

Kinesiology Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Kinesiology, B.S.   2019-2020 

 

Kinesiology Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Kinesiology, B.S.

Recreation Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Recreation, B.S. (Online)   2019-2020 
Recreation, B.S.: Recreation Therapy Concentration (Online) 2019-2020
Recreation, B.S.: Sustainability Concentration (Available Online)
  2019-2020 
Recreation, B.S.: Youth Development Programming Concentration (Available Online)   2019-2020 

College of Letters, Arts, & Social Sciences (CLASS)

Anthropology Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Anthropology, B.A.: Archaeology and Biological Anthropology Concentration 2019-2020 
Anthropology, B.A.: Culture, Discourse, and Society Concentration 2019-2020

 

Anthropology Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
B.A. anthropology: Archaeology and Biological Anthropology
Anthropology, B.A.: Culture, Discourse, and Society Concentration

Art Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Art, B.A.: Art History and Visual Studies Concentration 2019-2020 
Art, B.A.: Art & Design Concentration 2019-2020
Art, B.A.: Studio Arts Concentration N/A N/A 2019-2020
Art, B.F.A.: 3D Art & Design Concentration 2019-2020
Art, B.F.A.: Fine Arts Practice Concentration 2019-2020
Art, B.F.A.: Graphic Design Concentration 2019-2020
Art, B.F.A.: Illustration Concentration 2019-2020
Art, B.F.A.: Interaction & Game Design Concentration 2019-2020
Art, B.F.A.: Photography Concentration 2019-2020
Art, B.F.A.: Transdisciplinary Arts Concentration 2019-2020
Art, B.F.A.: Video & Animation Concentration 2019-2020

 

Art Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Art, B.A.: Art History and Visual Studies Concentration
Art, B.A.: Art & Design Concentration

Communication Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Communication, B.A.: Communication and Media Studies Concentration
2019-2020 
Communication, B.A.: Media Production Concentration
2019-2020
Communication, B.A.: Strategic Communication Concentration
2019-2020

 

Communication Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)

Communication Studies ADT to CSUEB Communication BA - Communication and Media Studies Concentration

ADT

Communication Studies ADT to CSUEB Communication BA - Media Production Concentration

ADT

Communication Studies ADT to CSUEB Communication BA - Strategic Communication Concentration

ADT
Journalism ADT to CSUEB Communication BA - Communication and Media Studies Concentration
Journalism ADT to CSUEB Communication BA - Multimedia Journalism Concentration
Journalism ADT to CSUEB Communication BA - Strategic Communication Concentration

Social Justice ADT to CSUEB Communication BA - Communication and Media Studies Concentration

Social Justice ADT to CSUEB Communication BA - Multimedia Journalism Concentration
Social Justice ADT to CSUEB Communication BA - Strategic Communication Concentration

Criminal Justice Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Criminal Justice, B.S.   2019-2020 

 

Criminal Justice Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Criminal Justice, B.S.

 

English Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
English, B.A.: British and American Literature Concentration   2019-2020 
English, B.A.: Creative Writing Concentration 2019-2020
English, B.A.: English Language and Literacies Concentration 2019-2020

 

English Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)
English, B.A.: British and American Literature Concentration 
English, B.A.: Creative Writing Concentration
English, B.A.: English Language and Literacies Concentration

Environmental Studies Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Environmental Studies, B.A. 2019-2020 

Ethnic Studies Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Ethnic Studies, B.A.: American Indian Studies Concentration 2019-2020 
Ethnic Studies, B.A.: Asian American Studies Concentration 2019-2020
Ethnic Studies, B.A.: Black Studies Concentration 2019-2020
Ethnic Studies, B.A.: Chicanx and Latinx Studies Concentration 2019-2020
Ethnic Studies, B.A.: Comparative Ethnic Studies Concentration (Online) 2019-2020
Ethnic Studies, B.A.: Genders and Sexualities in Communities of Color Concentration (Online) 2019-2020

 

Ethnic Studies Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)
Anthropology ADT to CSUEB Ethnic Studies B.A.
Global Studies ADT to CSUEB Ethnic Studies, B.A.
Political Science ADT to CSUEB Ethnic Studies, B.A.
Social Justice ADT to CSUEB Ethnic Studies, B.A.
Social Work and Human Services ADT to CSUEB Ethnic Studies, B.A.
Sociology ADT to CSUEB Ethnic Studies, B.A.

French Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
French, B.A.   2019-2020 

Geography Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Geography, B.S.: Regions and Cultures Concentration   2019-2020 
Geography, B.S.: Resources and Sustainability Concentration 2019-2020
Geography, B.S.: Spatial Techniques Concentration 2019-2020

 

Geography Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)
Geography, B.S.: Regions and Cultures Concentration
Geography, B.S.: Resources and Sustainability Concentration
Geography, B.S.: Spatial Techniques Concentration

 

Global Studies Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Global Studies, B.A.   2019-2020 

 

Global Studies Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)
Anthropology ADT to CSUEB Global Studies B.A. ADT
Economics ADT to CSUEB Global Studies B.A. ADT
Geography ADT to CSUEB Global Studies B.A. ADT
Global Studies ADT to CSUEB Global Studies B.A.
History ADT to CSUEB Global Studies B.A. ADT
Journalism ADT to CSUEB Global Studies B.A. ADT
Law, Public Policy and Society ADT to CSUEB Global Studies B.A. ADT
Political Science ADT to CSUEB Global Studies B.A. ADT
Social Justice Studies ADT to CSUEB Global Studies B.A. ADT
Sociology ADT to CSUEB Global Studies B.A. ADT
Spanish ADT to CSUEB Global Studies B.A. ADT

History Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
History, B.A.: Migration and Globalization Concentration   2019-2020 
History, B.A.: Social Justice and Citizenships Concentration 2019-2020
History, B.A.: Sustainability and Modernization Concentration 2019-2020
History-Social Science Teacher Preparation for Middle and High Schools, B.A. N/A N/A N/A N/A N/A

 

History Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)
History, B.A.: Migration and Globalization Concentration
History, B.A.: Social Justice and Citizenships Concentration
History, B.A.: Sustainability and Modernization Concentration

Human Development Programs 4-Year Roadmaps

Programs 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Human Development, B.A.: Adolescent Development Concentration 2019-2020
Human Development, B.A.: Adult Development and Gerontology Concentration (Online) 2019-2020
Human Development, B.A.: Childhood Development Concentration 2019-2020
Human Development, B.A.: Early Childhood Development Concentration (Online) 2019-2020
Human Development, B.A.: Women's Development Concentration (Online) 2019-2020

 

Human Development Programs ADT Roadmaps

Programs Associate Degree for Transfer (ADT)
Child and Adolescent Development ADT to Human Development, B.A. ADT
Early Childhood Education ADT to Human Development, B.A. ADT
Elementary Teacher Education ADT to Human Development, B.A. ADT
Social Work and Human Services ADT to Human Development, B.A. ADT
Sociology ADT to Human Development, B.A. ADT

Industrial Engineering Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Industrial Engineering, B.S.   2019-2020 

Liberal Studies Programs

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Liberal Studies, B.A.: Early Childhood Development Concentration N/A N/A N/A   2019-2020 
Liberal Studies, B.A.: Early Childhood Education Concentration 2019-2020
Liberal Studies, B.A.: Foundational Mathematics Concentration N/A N/A N/A 2019-2020
Liberal Studies, B.A.: Foundational Science Concentration N/A N/A N/A 2019-2020
Liberal Studies, B.A.: Liberal Arts Concentration 2019-2020
Liberal Studies, B.A.: Studies in Educational Psychology Concentration N/A N/A N/A 2019-2020
Liberal Studies, B.A.: Teacher Preparation Concentration 2019-2020

 

Liberal Studies ADT Roadmap

Program Associate Degree for Transfer (ADT)
Liberal Studies, B.A.: Teacher Preparation Concentration

Music Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Music, B.A.   2019-2020 

  

Music Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Music, B.A.
Philosophy programs 4-year roadmaps
Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Philosophy, B.A.: Philosophy Concentration   2019-2020 
Philosophy, B.A.: Religious Studies Concentration
  2019-2020 

 

Philosophy programs ADT roadmaps
Program Associate Degree for Transfer (ADT)
Philosophy, B.A.: Philosophy Concentration
Philosophy, B.A.: Religious Studies Concentration

Political Science Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Political Science, B.A.: Pre-Law Concentration   2019-2020 
Political Science, B.A.: Public Affairs and Administration Concentration
  2019-2020 
Political Science, B.A.: Traditional Political Science Concentration
2023-2024 2022-2021 2021-2022 2020-2021 2019-2020

 

Political Science Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)
Law, Public Policy, and Society ADT to Political Science, B.A.: Pre-Law Concentration
Political Science ADT to Political Science, B.A.: Pre-Law Concentration
Political Science ADT to Political Science, B.A.: Public Affairs and Administration Concentration
Political Science ADT to Political Science, B.A.

Sociology program 4-year roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Sociology, B.A.   2019-2020 

 

Sociology Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Sociology B.A.

Spanish Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Spanish, B.A.   2019-2020 

 

Spanish Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Spanish B.A.

Speech Pathology And Audiology Program 4-year roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Speech Pathology and Audiology, B.S.   2019-2020 

Theatre Arts Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Theatre Arts, B.A.: Cross-disciplinary Performance Concentration 2023-2024 N/A N/A N/A N/A
Theatre Arts, B.A.: Dance and Inclusive Performance Concentration (Dance Track)   2019-2020 
Theatre Arts, B.A.: Dance and Inclusive Performance Concentration (Inclusive Performance Track)   2019-2020 
Theatre Arts, B.A.: Stage Technology and Design Concentration   2019-2020 
Theatre Arts, B.A.: Theatre Performance: Acting and Musical Theatre Concentration 2019-2020 

 

Theatre Arts Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)
Theatre Arts, B.A.: Dance and Inclusive Performance Concentration (Inclusive Performance Track)
Theatre Arts, B.A.: Stage Technology and Design Concentration
Theatre Arts, B.A.: Theatre Performance: Acting and Musical Theatre Concentration

College of Science (CSCI)


Biochemistry Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Biochemistry, B.A. 2019-2020 
Biochemistry, B.A.: Chemistry Education Concentration 2019-2020
Biochemistry, B.S. 2019-2020

Biological Science Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Biological Sciences, B.A.: Biology Education Concentration 2019-2020 
Biological Sciences, B.S.: Cell and Molecular Biology Concentration 2019-2020
Biological Sciences, B.S.: Ecology and Evolutionary Biology Concentration 2019-2020
Biological Sciences, B.S.: Forensic Science Concentration 2019-2020
Biological Sciences, B.S.: Microbiology and Biomedical Lab Sciences Concentration 2019-2020
Biological Sciences, B.S.: Physiology Concentration 2019-2020

 

Biological Science Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)
Biological Sciences, B.A.: Biology Education Concentration
Biological Sciences, B.S.: Cell and Molecular Biology Concentration
Biological Sciences, B.S.: Ecology and Evolutionary Biology Concentration
Biological Sciences, B.S.: Forensic Science Concentration
Biological Sciences, B.S.: Microbiology and Biomedical Lab Sciences Concentration
Biological Sciences, B.S.: Physiology Concentration

Chemistry Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Chemistry, B.A.   2019-2020 
Chemistry, B.A.: Chemistry Education Concentration 2019-2020
Chemistry, B.S. 2022-2023 2019-2020
Chemistry, B.S.: Bioanalytical and Forensics Concentration 2019-2020

 

Chemistry Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Chemistry, B.A.

Civil Engineering Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Civil Engineering, B.S. N/A N/A N/A N/A

Computer Engineering Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Computer Engineering, B.S. 2023-2024   2019-2020 

Computer Science Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Computer Science, B.S. 2019-2020

 

Computer Science Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Computer Science, B.S.
Computer Science ADT to Statistics BS ADT
Computer Science ADT to Statistics BS - Data Science Concentration ADT

Construction Management Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Construction Management, B.S. 2019-2020 

Environmental Science Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Environmental Science, B.S.   2019-2020 
Environmental Science, B.S.: Environmental Health Concentration 2019-2020

 

Environmental Science Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Environmental Science, B.S.

Geology Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Geology, B.A. 2019-2020
Geology, B.A.: Geoscience Education Concentration 2019-2020
Geology, B.S. 2019-2020

 

Geology Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)
Geology, B.A.
Geology, B.S. ADT

 

Industrial Engineering Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Industrial Engineering, B.S.   2019-2020 

Mathematics Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Mathematics, B.S.   2019-2020 

 

Mathematics Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Mathematics, B.S.

Nursing Programs Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Nursing, B.S.: Post-Licensure Concentration 
(One Year/Full Time Option) 
  2019-2020 
Nursing, B.S.: Post-Licensure Concentration
(Two Year/Part Time Option)
  N/A
Nursing, B.S.: Pre-Licensure Concentration   2019-2020 

Physics Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Physics, B.A.   2019-2020 
Physics, B.S.
  2019-2020 

 

Physics Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Physics, B.A.

Psychology Programs 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Psychology, B.A.   2019-2020 
Psychology, B.S.: Ergonomics and Human Factors Concentration 2019-2020
Psychology, B.S.: Industrial/Organizational Psychology Concentration
  2019-2020 

 

Psychology Program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Psychology, B.A.

Public Health Program 4-year Roadmap

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Public Health, B.S.  N/A N/A N/A

 

Health Sciences Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Health Sciences, B.S.   2019-2020 
Health Sciences, B.S.: Health Policy Concentration 2019-2020
Health Sciences, B.S.: Public Health Concentration N/A N/A N/A 2019-2020

 

Health Sciences program ADT Roadmap

Program Associate Degree for Transfer (ADT)
Public Health Sciences ADT to CSUEB Health Science B.S.

Statistics Programs 4-year Roadmaps

Program 2024-2025 2023-2024 2022-2023 2021-2022 2020-2021 2019-2020
Statistics, B.S.   2019-2020 
Statistics, B.S.: Data Science Concentration   2019-2020 

 

Statistics Programs ADT Roadmaps

Program Associate Degree for Transfer (ADT)
Mathematics ADT to Statistics, B.S.
Computer Science ADT to Statistics, B.S.
Computer Science ADT to Statistics, B.S.: Data Science Concentration