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What Textbooks Don't Tell You About Curve Fitting

What Textbooks Don't Tell You About Curve Fitting

Artem Kirsanov via YouTube Direct link

02:11 Fitting noise in a linear model

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02:11 Fitting noise in a linear model

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What Textbooks Don't Tell You About Curve Fitting

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  1. 1 00:00 Introduction
  2. 2 01:16 What is Regression
  3. 3 02:11 Fitting noise in a linear model
  4. 4 06:02 Deriving Least Squares
  5. 5 07:46 Sponsor: Squarespace
  6. 6 09:04 Incorporating Priors
  7. 7 12:06 L2 regularization as Gaussian Prior
  8. 8 14:30 L1 regularization as Laplace Prior
  9. 9 16:16 Putting all together

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