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Stanford University

Statistical Learning with Python

This is an introductory-level course in supervised learning, with a focus on regression and classification methods. The syllabus includes: linear and polynomial regression, logistic regression and linear discriminant analysis; cross-validation and the bootstrap, model selection and regularization m…

  • Free video
  • 108 videos, 20 hours

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