UF E-Learning Webmail myUFL Map
  • Academics
    • Academic Programs
      • All
      • Minors
      • Undergraduate
      • Graduate
    • Courses
      • Course Syllabi
      • Undergraduate Catalog
      • Graduate Catalog
    • Online Learning
      • Online Home
      • Degrees Online
      • Certificates Online
  • Student Services
    • EduGator Central Resources
      • For Prospective Students
      • For Current Students
      • Meet The Team
  • Research
    • Research
      • Faculty Research Profiles
      • Funded Projects
      • Project Websites
      • Facts and Figures
    • Centers, Institutes and Affiliates
      • Anita Zucker Center for Excellence in Early Childhood Studies
      • Collaboration for Effective Educator Development, Accountability, and Reform
      • Education Policy Research Center
      • Institute of Higher Education
      • Lastinger Center for Learning
      • P.K. Yonge Developmental Research School
      • University of Florida Literacy Initiative
    • Office of Educational Research
      • Administration and Staff
      • Services
      • Research Support
      • Research Communications
      • Funding Organizations
      • Faculty Development
  • News
    • EduGator News
      • News Stories
      • COE In The News
      • EduGator Insider
    • Communications
      • Publications
      • College Communications
      • Branding Guidelines
  • Alumni / Giving
    • Making an Impact
      • Giving Overview
      • Areas of Support
      • Ways to Give
      • Honor Roll of Giving
      • Make a Gift Now!
    • Alumni
      • Alumni Home
      • Resources
      • EduGator Stories
      • Alumni Awards
    • Stay Connected
      • Update Info
      • EduGator News
      • Contact Us
      • COE Facebook
      • COE LinkedIn
  • About the College
    • The College
      • Faculty Profiles
      • Educator Quality
      • Facts & Figures
      • Mission & History
      • International Education
      • STEM Education
      • Norman Hall Rehabilitation
    • Our Three Schools
      • School of Human Development & Organizational Studies in Education
      • School of Special Education, School Psychology & Early Childhood Studies
      • School of Teaching & Learning
    • Administration
      • Academic Affairs
      • Business Office
      • College Leadership
      • E-Learning, Technology, and Creative Services
      • Informational & Instructional Technology
      • Student Services
      • E-Learning, Technology, and Communications
    • Employment
      • Faculty Openings
      • Search Committees
      • Staff Openings
    • Shared Governance
      • Faculty Policy Council
      • FPC Standing & Ad Hoc Committees
      • Other Committees
  • UF
Ask Us Login
  • My Courses
  • CoE Community
  • EAS Faculty Reporting
  • Academics
    • Academic Programs
      • All
      • Minors
      • Undergraduate
      • Graduate
    • Courses
      • Course Syllabi
      • Undergraduate Catalog
      • Graduate Catalog
    • Online Learning
      • Online Home
      • Degrees Online
      • Certificates Online
  • Student Services
    • EduGator Central Resources
      • For Prospective Students
      • For Current Students
      • Meet The Team
  • Research
    • Research
      • Faculty Research Profiles
      • Funded Projects
      • Project Websites
      • Facts and Figures
    • Centers, Institutes and Affiliates
      • Anita Zucker Center for Excellence in Early Childhood Studies
      • Collaboration for Effective Educator Development, Accountability, and Reform
      • Education Policy Research Center
      • Institute of Higher Education
      • Lastinger Center for Learning
      • P.K. Yonge Developmental Research School
      • University of Florida Literacy Initiative
    • Office of Educational Research
      • Administration and Staff
      • Services
      • Research Support
      • Research Communications
      • Funding Organizations
      • Faculty Development
  • News
    • EduGator News
      • News Stories
      • COE In The News
      • EduGator Insider
    • Communications
      • Publications
      • College Communications
      • Branding Guidelines
  • Alumni / Giving
    • Making an Impact
      • Giving Overview
      • Areas of Support
      • Ways to Give
      • Honor Roll of Giving
      • Make a Gift Now!
    • Alumni
      • Alumni Home
      • Resources
      • EduGator Stories
      • Alumni Awards
    • Stay Connected
      • Update Info
      • EduGator News
      • Contact Us
      • COE Facebook
      • COE LinkedIn
  • About the College
    • The College
      • Faculty Profiles
      • Educator Quality
      • Facts & Figures
      • Mission & History
      • International Education
      • STEM Education
      • Norman Hall Rehabilitation
    • Our Three Schools
      • School of Human Development & Organizational Studies in Education
      • School of Special Education, School Psychology & Early Childhood Studies
      • School of Teaching & Learning
    • Administration
      • Academic Affairs
      • Business Office
      • College Leadership
      • E-Learning, Technology, and Creative Services
      • Informational & Instructional Technology
      • Student Services
      • E-Learning, Technology, and Communications
    • Employment
      • Faculty Openings
      • Search Committees
      • Staff Openings
    • Shared Governance
      • Faculty Policy Council
      • FPC Standing & Ad Hoc Committees
      • Other Committees
Educational Technology
  • Programs
    • Degrees
      • On Campus Ph.D.
      • On Campus MAE
      • Online Ed.D.
      • Online Ed.S.
      • Online M.Ed.
      • Undergraduate Specialization
      • Undergraduate Minor
    • Online Certificates
      • Instructional Design
      • K-12 Teaching with Technology
      • Learning Analytics
      • Managing Distance Education Environments
      • Online Teaching and Learning
      • Computer Science Education
  • Admissions
  • Courses
    • Course Descriptions
    • Course Calendar
  • Students
    • Ph.D. Graduates
  • Discipline
    • Readings
    • Prof. Associations
    • Advisory Board
    • Conferences
    • Career Options
  • FAQ
  • Team/Contact

Learning Analytics

Learning analytics is acknowledged to be a key aspect of the future of technology-enhanced learning environments. The data generated by these platforms and other systems (e.g., EEG or eye-tracking) can inform the design of these environments (e.g., multimedia resources), instructors seeking to make informed data-driven decisions (e.g., early warning systems), and students seeking a personalized learning experience (e.g., recommendation systems). Using complex quantitative methods from disciplines like computer science, statistics, and cognitive sciences, graduates of this certificate program will be prepared to transform learning experiences in the 21st century by managing, analyzing, visualizing, and interpreting complex learning data. Completers of this certificate program will be competitive candidates for educational technology software and online learning companies in need of data scientists or designers who can use data to make informed decisions.

Students may only start this certificate in the Fall semester and classes must be taken in the order listed to the right under Required Courses. 

Required Courses

  1. EDF 6400: Quantitative Foundations in Educational Research: Overview (Offered every Fall by Research & Evaluation program)
  2. EDF 6402: Quantitative Foundations in Educational Research: Inferential Statistics (Offered every Spring by Research & Evaluation program)
  3. EME 6651 Learning Analytics Concepts and Techniques (Spring 8W2; See Ed Tech Course Calendar)
  4. EME 6637: Managing and Analyzing Multimodal Educational Data (Summer 8W1; See Ed Tech Course Calendar)
campus map

Resources

Contact Webmaster
Help
Programs
Research
For Non-Majors
Alumni
Black Student Advancement
Acceptable Use
Disability Services
Privacy Policy

Contact Us

College of Education
PO Box 117042
Gainesville, FL 32611-7044
(352) 392-0726
Facebook Twitter LinkedIn Youtube Instagram
University of Florida
#1 - 2023 Rankings - Bachelors - Education Programs #1 - 2023 Rankings - Online Masters  - Education Programs
Scroll to top