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Classroom Contents
David Uminsky - LatMath 2022 - IPAM's Latinx in the Mathematical Sciences Conference
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- 1 Personal background
- 2 Academic Journey
- 3 Math is a human endeavor
- 4 Math & Data
- 5 Our Perspective on Data Science
- 6 DSI Research Initiatives
- 7 DSI - Education
- 8 One example: DS Preceptorship. UChicago and CCC
- 9 Topological Data Analysis
- 10 What is Epistasis?
- 11 Types of Epistasis?
- 12 Algebra? Fourier Analysis - Brief refresher
- 13 Fourier analysis as a feature extractor
- 14 Fourier analysis - transform
- 15 Fourier transform summary
- 16 Processing data
- 17 Non-abelian harmonic analysis
- 18 Orthogonal Decomposition
- 19 Our Results: detecting higher order interaction
- 20 Summary and directions
- 21 Challenge #1 - Good, annotated, multi-class data set
- 22 Expert annotation agreement is challenging
