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[FAQ Bot] NEW: LinAlgError: Singular matrix when adding tiny noise (e.g., 5.00000001) t - #425
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✨ FAQ NEW
Course: machine-learning-zoomcamp
Section: module-2 (This is directly about regularization in linear regression (Lesson 2.13) and normal equation inversion behavior, which belongs in the Regression module.)
Related Issue: #424
Question
LinAlgError: Singular matrix when adding tiny noise (e.g., 5.00000001) to duplicated columns—floating-point precision issue?
Decision Rationale
The proposed entry explains a specific cause of
LinAlgError: Singular matrixrelated to floating-point precision when adding tiny noise in the Regularization portion of Lesson 2.13. Existing FAQs only cover more general singular-matrix causes (likeX @ X.TvsX.T @ X) or mention regularization without this precision explanation, so this adds new, meaningful detail.Placement Details
module-2singular-matrix-tiny-noise-floating-point-regularization-lesson-2-13🤖 Generated by FAQ Bot
Closes #424