The UMAP Algorithm: Look Pretty and Do As Little As Possible
Description
In this episode, In Plain English joins the discourse on the All of Us Genomics project and their use of UMAP, an algorithm that reduces complex data to 2 dimensions. Join guests Konrad Kording, William Lima, and Jake Walker to learn why this mathematical model made such a splash on Twitter, and how scientists can analyze and communicate large data sets more rigorously.
See how UMAP works on randomly generated data: https://koerding.github.io/umap-web-app/
See the papers and other resources discussed in this article: https://inplainenglishpod.org/2024/12/10/season-4-episode-3-the-umap-algorithm-look-pretty-and-do-as-little-as-possible/
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Intro/Outro music credit: Sam Brunwasser (https://soundcloud.com/visualsnowbeats)
Logo credit: Biographics (Jessica Higginbotham, Tania Lintz, and Yolanda Campos Jurado)