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Statistical Learning: 6.7 The Lasso

Regularization Part 2: Lasso (L1) Regression

Do the Lasso

Lasso for inference

Justin Champagne - Do The Lasso (Lyrics)

Painting with the Lasso Tool!

Statistical Learning, featuring Deep Learning, Survival Analysis and Multiple Testing

Trevor Hastie, Professor of Statistics and Biomedical Data Sciences at Stanford University - https://statistics.stanford.edu/people/trevor-j-hastie

Robert Tibshirani, Professor of Statistics and Biomedical Data Sciences at Stanford University - https://statistics.stanford.edu/people/robert-tibshirani

Jonathan Taylor, Professor Statistics at Stanford University - https://statistics.stanford.edu/people/jonathan-taylor

You are able to take Statistical Learning as an online course on EdX, and you are able to choose a verified path and get a certificate for its completion. You can choose to take the course in R https://www.edx.org/course/statistica) or in Python https://www.edx.org/learn/data-analysis-statistics/stanford-university-statistical-learning-with-python)

For more information about courses on Statistics, you can browse our Stanford Online Catalog: https://stanford.io/3QHRi72