Penalized Linear Regression in Python

Video Description

Linear regression is a basic tool for data analysis and with the invention of Lasso and Elastic Nets in the late 1990s, it has become even more powerful. In this webcast you'll learn how to use Ipython notebooks and scikit-learn to explore a dataset with different forms of regression and how to choose between them for your specific problem.

Table of Contents

  1. Penalized Linear Regression in Python 00:50:36

Product Information

  • Title: Penalized Linear Regression in Python
  • Author(s): Luis Pedro Coelho
  • Release date: October 2014
  • Publisher(s): O'Reilly Media, Inc.
  • ISBN: 9781491920602