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    Dimensionality Reduction

    Dimensionality Reduction

    Compressing feature space while keeping structure — PCA, t-SNE, UMAP.

    Overview

    Add a short personal take on this subject — why it matters to you, where you use it.

    Key Concepts

    • PCA
    • t-SNE
    • UMAP
    • SVD
    • Autoencoders

    Skills

    Learned

    Skills I'm confident with. Tag with #learned.

    Learning

    Skills I'm actively working on. Tag with #learning.

    To Learn

    Skills on the roadmap. Tag with #to-learn.

    Projects

    Projects that use this subject. These will also show up as backlinks when project notes link here with [[Dimensionality Reduction]].

    Resources

    Books, courses, papers, videos.

    Notes

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