T4DS Event ScheduleThe following table contains the schedule for the event. All sessions will be held at the Bozeman Event Space, in the North Ballroom (14 S. Tracy Ave, Bozeman, MT 59715). Dinner will beupstairs at Pakeezah (14 N Church Ave, Bozeman, MT ...

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Published on April 14, 2023 | 1 min read

OverviewIn this session, we provide a light and fast introduction to the subject oftopology, a field of mathematics that stems from pure mathematics, but hasapplications in data analysis that makes it an interesting subject to appliedmathematicians, statistic...

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Published on April 13, 2023 | 12 min read

OverviewIn this session, we give a basic introduction to R, and its usefulnesswhen handling data. We cover fundamental data structures in R, along with basic visualizations. We extend these techniques to work withlarger GIS data.This session is pres...

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Published on April 12, 2023 | 30 min read

OverviewTo round off day 1, we combine what you learned in the first two sessions to coverthe basics of topological data analysis (TDA). While learning the requisite theory,we present relevant examples in R in order to gain hands-on experience with TDA.This ...

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Published on April 11, 2023 | 22 min read

OverviewTo begin our first Saturday session, we will review what we learned yesterday about TDA.We will discuss methods to compare differing topological filtrations. In doing so,we give a quantifiable, stable way to discuss differences in shape.This session ...

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Published on April 09, 2023 | 8 min read

OverviewIn this session, we’ll combine the theoretical ideas and simpleR tutorials with an exciting application area in GIS: the changingshape of glaciers. We will study the differences in shape of theglaciers in Glacier National Park over time, and compare our find...

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Published on April 08, 2023 | 14 min read