Tag: statistics

All the articles with the tag "statistics".

• [ML Deep Dives] · Part 1

  [ML Deep Dives] Part 1: The Linear Algebra of PCA

  12 Jul, 2026

  A mathematical deep dive into Principal Component Analysis, exploring eigenvectors, eigenvalues, and variance maximization.

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• [ML Deep Dives] · Part 2

  [ML Deep Dives] Part 2: Logistic Regression & The Geometry of L1/L2

  11 Jul, 2026

  An in-depth analysis of L1 and L2 regularization, comparing their geometric constraints and impact on high-dimensional feature spaces.

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