The UMAP Algorithm: Look Pretty and Do As Little As Possible

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In Plain English: Science Made Simple

In Plain English

60 episodes

6 days ago

Welcome to In Plain English, where we're making science approachable, open source, and jargon free! I'm your host, Jamie Moffa, and every episode I bring on an expert in a field of research, and two guests who know nothing about the subject. Together, we'll learn about exciting topics, like what dinosaurs sounded like, or whether psychedelic drugs can treat depression. And in between full length episodes, I feature bonus interviews with scientists on their own, cutting-edge research! Subscribe to learn about all this and more, "In Plain English!"

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The UMAP Algorithm: Look Pretty and Do As Little As Possible

In Plain English: Science Made Simple

1 hour 23 minutes 45 seconds

11 months ago

The UMAP Algorithm: Look Pretty and Do As Little As Possible

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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