You are here
2020-21 Catalogs
Additional Navigation
Additional Navigation
- Welcome
- Undergraduate Catalog
- Table of Contents
- The University
- Disclaimers
- Admissions
- Student Financial Services
- Registration & Scheduling Services
- Campus Life
- Core Curriculum
- Honors Program
- Russell Scholars Program
- Accelerated Graduate Pathways
- Accelerated Graduate Pathway Leading to Initial Certification in Special Education
- Accelerated Graduate Pathway to Counseling
- Accelerated Graduate Pathway to Leadership Studies
- Accelerated Graduate Pathway to Master of Social Work
- Accelerated Graduate Pathway to Master's of Athletic Training
- Accelerated Graduate Pathway to MBA
- Accelerated Graduate Pathway to M.S.Ed. in Teaching and Learning (ETEP)
- Accelerated Graduate Pathway to Occupational Therapy
- Accelerated Graduate Pathway to Policy, Planning, and Management (MPPM)
- Accelerated Graduate Pathway to Statistics
- Accelerated Graduate Pathways to Law
- College of Arts, Humanities, and Social Sciences
- College of Arts, Humanities, and Social Sciences Overview
- Majors, Minors and Certificates
- Minor in Labor Studies
- Art
- Communication and Media Studies
- Criminology
- Economics
- English
- English Overview
- BA in English
- BA in English - Secondary Teacher Education
- Minor in Creative Writing
- Minor in English
- Minor in Public and Professional Writing
- Certificate in Public and Professional Writing
- English Course Descriptions
- Game Design Studies Overview
- Minor in Game Design Studies
- Game Design Studies Course Descriptions
- Food Studies
- History
- Liberal Studies-Humanities
- Music
- Philosophy
- Political Science
- Sociology
- Theatre
- College of Management and Human Service
- College of Management and Human Service Overview
- Business
- Business Overview
- Centers
- BS in Business Administration - Accounting Major
- BS in Business Administration - Business Analytics Major
- BS in Business Administration - Finance Major
- BS in Business Administration - Management Major
- BS in Business Administration - Marketing Major
- BS in Business Administration - Sport Management Major
- Minor in Entrepreneurship
- Minor in Risk Management and Insurance
- Certificate in Accounting
- Certificate in Risk Management and Insurance
- Business Course Descriptions
- Education and Human Development
- Muskie School of Public Service
- Muskie School Overview
- Geography-Anthropology
- Geography-Anthropology Overview
- BA in Geography-Anthropology - Social Studies, Secondary Teacher Education
- BA in Geography-Anthropology, Specialization in Applied Geographic Information Systems (GIS) and Geospatial Analysis
- BA in Geography-Anthropology, Specialization in Cultural and Natural Heritage Management
- BA in Geography-Anthropology, Specialization in Sustainable Cultures and Communities
- Minor in Anthropology
- Minor in Archaeology
- Minor in Geography
- Minor in Planning and GIS
- Minor in Social Justice
- Certificate in Applied Geographic Information Systems (GIS)
- Geography-Anthropology Course Descriptions
- Public Health
- Tourism and Hospitality
- Social Work
- College of Science, Technology, and Health
- College of Science, Technology, and Health Overview
- BA in Self-Designed Major - Elementary Teacher Education
- Certificate in Gerontology
- Biological Sciences
- Biological Sciences Overview
- BS in Biology
- BS in Biology - Biotechnology Concentration
- BS in Biology - Human Biology Concentration
- BS in Biology - Secondary Teacher Education
- Minor in Biology
- Minor in Ecology
- Certificate in Post-Baccalaureate Pre-Medical Studies
- Certificate in Post-Baccalaureate Pre-Veterinary Studies
- Transfer Program in Pre-pharmacy: two-year, non-degree
- Biological Sciences Course Descriptions
- Chemistry
- Computer Science
- Engineering
- Environmental Science and Policy
- Environmental Science and Policy Overview
- BA in Environmental Planning and Policy
- BS in Environmental Science
- BS in Environmental Science - Secondary Teacher Education
- Minor in Applied Energy
- Minor in Environmental Policy
- Minor in Environmental Science
- Minor in Environmental Sustainability
- Certificate in Applied Energy
- Certificate in Environmental Education
- Certificate in Environmental Policy Analysis
- Environmental Science and Policy Course Descriptions
- Exercise, Health, and Sport Sciences
- Exercise, Health, and Sport Sciences Overview
- BS in Exercise Science
- BS in Health Sciences
- BS in Recreation and Leisure Studies - Therapeutic Recreation Concentration
- Minor in Disabilities Studies
- Minor in Nature Tourism
- Minor in Recreation Leadership
- Exercise, Health, and Sport Sciences Course Descriptions
- Linguistics
- Linguistics Overview
- BA in Linguistics
- BA in Linguistics - ASL Linguistics Concentration
- BA in Linguistics - ASL/English Interpreting Concentration
- BA in Linguistics - French Linguistics Concentration
- BA in Linguistics - French Linguistics Concentration, K-12 Teacher Education
- BA in Linguistics - Spanish Linguistics Concentration
- BA in Linguistics - Spanish Linguistics Concentration, K-12 Teacher Education
- BA in Linguistics - Speech and Language Science Concentration
- Minor in Deaf Studies
- Minor in French Language
- Minor in German Language
- Minor in Linguistics
- Minor in Spanish Language
- Minor in Wabanaki Languages
- Linguistics Course Descriptions
- Mathematics and Statistics
- Mathematics and Statistics Overview
- BA in Mathematics - Applied Mathematics/Operations Research Concentration
- BA in Mathematics - Pure Mathematics Concentration
- BA in Mathematics - Secondary Teacher Education
- BA in Mathematics - Statistics Concentration
- Minor in Actuarial Science
- Minor in Applied Mathematics
- Minor in Mathematics
- Minor in Statistics
- Certificate in Actuarial Science
- Certificate in Statistics
- Mathematics and Statistics Course Descriptions
- Nursing
- Physics
- Psychology
- Technology
- College of Science, Technology, and Health Course Descriptions
- Lewiston-Auburn College
- Women and Gender Studies
- University of Maine School of Law
- Research Service Center
- Annual Security Report & Annual Fire Safety Report
- Administration of the University of Southern Maine
- Graduate Catalog
- Table of Contents
- The University
- Disclaimers
- Graduate Studies
- Admissions
- Student Financial Services
- Registration & Scheduling Services
- Campus Life
- Accelerated Graduate Pathways
- Accelerated Graduate Pathway Leading to Initial Certification in Special Education
- Accelerated Graduate Pathway to Counseling
- Accelerated Graduate Pathway to Leadership Studies
- Accelerated Graduate Pathway to Master of Social Work
- Accelerated Graduate Pathway to Master's of Athletic Training
- Accelerated Graduate Pathway to MBA
- Accelerated Graduate Pathway to M.S.Ed. in Teaching and Learning (ETEP)
- Accelerated Graduate Pathway to Occupational Therapy
- Accelerated Graduate Pathway to Policy, Planning, and Management (MPPM)
- Accelerated Graduate Pathway to Statistics
- Accelerated Graduate Pathways to Law
- College of Arts, Humanities, and Social Sciences
- College of Management and Human Service
- College of Management and Human Service Overview
- Business
- Education and Human Development
- School of Education and Human Development Overview
- Centers/Programs
- Adult and Higher Education
- Counselor Education
- Counselor Education Overview
- MS in Counseling with a Concentration in Clinical Mental Health
- MS in Counseling with a Concentration in Rehabilitation
- MS in Counseling with a Concentration in School
- Certificate of Advanced Study in Counseling
- Certificate of Graduate Study in Culturally Responsive Practices in Education and Human Development
- Certificate of Graduate Study in Mental Health Rehabilitation Technician/Community (MHRT/C)
- Counselor Education Course Descriptions
- Educational Leadership
- Educational Psychology
- Extended Teacher Education Program (ETEP)
- Literacy Education
- Montessori Early Childhood Education
- School Psychology
- Special Education
- Special Education Overview
- MS in Special Education - Effective Instruction and Assessment for Students with Suspected and Identified Disabilities
- MS in Special Education - In-Service (certified educators)
- MS in Special Education - Integrated General Education and Special Education Initial Teacher Certification
- MS in Special Education - Pre-Service (Teaching Students with Mild to Moderate Disabilities)
- Certificate of Graduate Study in Gifted and Talented Education
- Special Education Course Descriptions
- TESOL: Teaching English to Speakers of Other Languages
- TESOL: Teaching English to Speakers of Other Languages Overview
- MSEd in TESOL
- MSEd in Teaching English to Speakers of Other Languages (TESOL): Initial K-12 ESL Certification
- Certificate of Advanced Study in English as a Second Language
- Certificate of Graduate Study in English as a Second Language
- TESOL: Teaching English to Speakers of Other Languages Overview Course List
- School of Education and Human Development Course Descriptions
- Muskie School of Public Service
- Muskie School Overview
- Geography-Anthropology
- Policy, Planning, and Management
- MPPM in Policy, Planning, and Management
- Certificate of Graduate Study in Applied Research and Evaluation Methods
- Certificate of Graduate Study in Community Planning and Sustainable Development
- Certificate of Graduate Study in Policy Analysis
- Certificate of Graduate Study in Public and Nonprofit Management
- Policy, Planning, and Management Course Descriptions
- Public Health
- Public Policy
- Social Work
- College of Science, Technology, and Health
- College of Science, Technology, and Health Overview
- Biological Sciences
- Exercise, Health, and Sport Sciences
- Mathematics and Statistics
- Nursing
- Nursing Overview
- Graduate Nursing Policies
- DNP in Nursing
- MS in Nursing - Adult-Gerontology Acute Care Nurse Practitioner
- MS in Nursing - Nursing Education
- MS in Nursing - Family Nurse Practitioner
- MS in Nursing - Nursing Administration and Leadership
- MS in Nursing - Psychiatric-Mental Health Nurse Practitioner (across the lifespan)
- MS in Nursing - RN to Master of Science Degree Program for Registered Nurses
- Certificate of Advanced Study in Nursing - Post-Masters
- Nursing Course Descriptions
- Technology
- Lewiston-Auburn College
- Lewiston-Auburn College Overview
- Leadership Studies
- PhD in Leadership
- MA in Leadership Studies
- Certificate of Graduate Study in Creative Leadership and Global Strategy
- Certificate of Graduate Study in Leadership
- Certificate of Graduate Study in Organization Development
- Certificate of Graduate Study in Professional Leadership Education
- Leadership Studies Course Descriptions
- Occupational Therapy
- University of Maine School of Law
- Research Service Center
- Annual Security Report & Annual Fire Safety Report
- Administration of the University of Southern Maine
Certificate of Graduate Study in Data Science
The graduate certificate in data science is designed for candidates who are interested in attaining a working knowledge of methodologies in data science. Currently enrolled graduate students can apply for this certificate before they graduate from the degree program.
The certificate program addresses the growing demand for data scientists in the region. It equips students with the right blend of technical and analytical skills to meet the challenge of big data analytics. The program emphasizes technical proficiency and practical experience, and it provides students with advanced skills in data mining, statistics, machine learning, and database processing.
Students who have completed the certificate in data science will be able to conduct quality data science projects from research hypothesis formulation, data collection and management to analytical modeling and visualization, technical writing, as well as data product deployment.
Program Requirements
Minimum number of credits required for the certificate: 15
A cumulative GPA of 3.0 or better is required in these courses, and they must be completed within six years of enrollment, which is defined as the date when the application for admission to the graduate certificate is accepted by the Graduate Committee. Courses taken for the certificate may also be used toward the master's degree in statistics, as long as they are completed within six years of enrollment in the graduate program (Master of Science in Statistics).
Required foundation courses:
STA 574 Statistical Programming
STA 585 Linear Models and Forecasting
Choose at least two core methodology courses from the following:
STA 586 Predictive Modeling with Big Data
STA 588 Introduction to Statistical Data Mining
STA 596 Practical Data Science
Choose one elective from the following (if necessary):
STA/OPR 561 Deterministic Models in Operations Research
COS 575 Machine Learning
MBA 677 Information Visualization
MPH 675 Health Information Management