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t-SNE: Reduce Your Dimensions, Keep Your Clusters

t-SNE: Reduce Your Dimensions, Keep Your Clusters

FromLinear Digressions


t-SNE: Reduce Your Dimensions, Keep Your Clusters

FromLinear Digressions

ratings:
Length:
17 minutes
Released:
Jan 15, 2016
Format:
Podcast episode

Description

Ever tried to visualize a cluster of data points in 40 dimensions? Or even 4, for that matter? We prefer to stick to 2, or maybe 3 if we're feeling well-caffeinated. The t-SNE algorithm is one of the best tools on the market for doing dimensionality reduction when you have clustering in mind.

Relevant links:
https://www.youtube.com/watch?v=RJVL80Gg3lA
Released:
Jan 15, 2016
Format:
Podcast episode

Titles in the series (100)

Linear Digressions is a podcast about machine learning and data science. Machine learning is being used to solve a ton of interesting problems, and to accomplish goals that were out of reach even a few short years ago.