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CAPSTONE IN LEARNING ANALYTICS

EDPSYCH 695
과목 설명

Introduces guest speakers who specialize in applying learning analytics in a variety of professional environments and to a variety of time-sensitive topics (spanning between the student-level within a classroom, institutional effectiveness at a university, educational technology development, national standardized assessments, and beyond). Engage in a comprehensive consulting project that pairs student teams with a learning organization of their choice to design and produce a consulting report to be presented to key stakeholders. Builds on knowledge and skills learned in prior courses and requires application of program concepts in authentic contexts.

선수과목

Graduate/professional standing

충족 요건

This course does not satisfy any prerequisites.

학점

미보고

개설 시기

미보고

평점
3.63

-6.15% 과거 데이터 대비

수료율
91.67%

-5.98% 과거 데이터 대비

A 비율
83.33%

-9.91% 과거 데이터 대비

학급 규모
12

-10% 과거 데이터 대비

Cumulative Grade Distribution

강사 (2026 Summr)

다음 사이트의 평점순으로 정렬 Rate My Professors

유사 과목

INSTRUCTIONAL DESIGN FOR LEARNING ANALYTICS

EDPSYCH 575

Explores the theoretical foundations and practical use of learning analytics for instructional design. Preparation for professional practice with hands-on experience designing learning environments modeled to predict success and retention. Focuses on understanding the ways in which learning analytics can be used to develop experiences and environments that support strategic learning outcomes.

LEARNING ANALYTICS THEORY AND PRACTICE

EDPSYCH 525

Application of data mining techniques to large educational datasets to gain important insights into how people learn. Examines the spectrum of prevalent learning analytics methods and applications, from institutional effectiveness, to classroom-level interventions, to standardized assessments, and beyond.

ASSESSMENT ANALYSIS AND INSTRUCTIONAL DECISION-MAKING

EDPSYCH 642

Learn about and explore multiple types of assessments and sets of data to conduct analysis that informs instructional practice and instructional adjustments. Focus on how to engage in productive coaching conversations with teachers and other instructional leaders about effectively designing and using assessment data to enhance student learning outcomes.

CONVERSATIONS AND VISUALIZATIONS

EDPSYCH 615

Introduction to communication methods using learning analytics data. Presentation modes include verbal conversations and visual representations. Addresses questions including: What data is consumable? How can we make this data meaningful for a client? Etc. Practice with stakeholder reports and presentations allows engagement in meaningful and effective communication strategies to enhance understanding of learning analytics data.

FUNDAMENTAL STATISTICS IN LEARNING ANALYTICS

EDPSYCH 505

Logic and methods of statistics used in the field of learning analytics. Emphasizes concepts and application rather than computational details to build fundamentals in the areas of inferential statistics. Reliability and validity, scalability, and the implications of inference in applied statistical methodology.