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Welcome to SDP Winter Workshop 2025! In this virtual workshop, you will learn alongside your cohort, plus the other active cohort in the SDP Fellowship.

For first-year fellows in Cohort 16, the theme of this workshop is "Launching Your Analytic Project", and they will learn about analysis planning, project management, and more. For second-year fellows in Cohort 15, the theme of this workshop is "Embedding and Sustaining Change", and while taking time to maximize and share the impact of their capstone work, they will shift their perspective to consider organizational factors in improvement and transformation.

We are also excited for the two cohorts to meet and learn about each other, and learn together, in specific networking sessions, as well as learning experiences that are open to participants across both cohorts.
Monday February 10, 2025 12:15pm - 1:15pm EST
** This session is open to both C15 and C16 fellows **

PREWORK: None

SESSION DESCRIPTION:
Clustering is a fundamental component of data science’s machine learning toolbox. This session will explore the foundational concepts of clustering, and, through practical examples, provide insights into how it may be useful for analyzing education-related data. As part of this session, an R-based Jupyter notebook will be provided to participants as a reference if they wish to implement k-means clustering in their work.

What is clustering?
  • In which situations would clustering be helpful/appropriate?
  • How do you conduct a clustering analysis and interpret the results?
  • Use some examples from ETSU’s work to walk through the process

SESSION MATERIALS:
Speakers
avatar for Joe Chappell

Joe Chappell

East Tennessee State University
Monday February 10, 2025 12:15pm - 1:15pm EST
Virtual

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