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What is TOPIC-NAME?

Brief description.

  • Video overview of the concepts behind ridge regression (L2 penalization). Part of a 3-video series on regularization. Regularization Part 1: Ridge Regression
  • Video overview of how to implement elastic net, lasso, and ridge regression in R. Assumes knowledge of the concepts behind these three types of regression as taught in the 3-part Regularization series by the same author. Elastic net regression in R
  • Item 2 (video/code tutorial/document)
  • Item 3 (video/code tutorial/document)

Further Learning

Video

  • Video 1
  • Video 2

Applied papers

  • Paper 1
  • Paper 2

Online tutorials

  • Online tutorial 1
  • Online tutorial 2

Theory papers

  • Paper 1
  • Paper 2