Difference between revisions of "10-601 Linear Regression"

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=== Slides ===
 
=== Slides ===
 +
* Ziv's lecture: [http://www.cs.cmu.edu/~zivbj/classF14/RegNew.pdf Slides in pdf].
  
 
* [http://curtis.ml.cmu.edu/w/courses/images/f/f0/Lecture6-LiR.pdf Slides in Powerpoint].
 
* [http://curtis.ml.cmu.edu/w/courses/images/f/f0/Lecture6-LiR.pdf Slides in Powerpoint].

Revision as of 12:46, 14 September 2014

This a lecture used in the Syllabus for Machine Learning 10-601 in Fall 2014

Slides

Readings

  • TBD

What You Should Know Afterward

  • Regression vs. classification
  • Solving regression problems with 1 and 2 variables
  • General least squares solution to linear regression problems
  • Data transformation and its impact on the way LR is solved