Difference between revisions of "10-601 Linear Regression"
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* Ziv's lecture: [http://www.cs.cmu.edu/~zivbj/classF14/RegNew.pdf Slides in pdf]. | * Ziv's lecture: [http://www.cs.cmu.edu/~zivbj/classF14/RegNew.pdf Slides in pdf]. | ||
| − | * [http:// | + | * William's lecture: [http://www.cs.cmu.edu/~wcohen/10-601/linear-regression.ppt Slides in Powerpoint]. |
=== Readings === | === Readings === | ||
Revision as of 12:56, 15 September 2014
This a lecture used in the Syllabus for Machine Learning 10-601 in Fall 2014
Slides
- Ziv's lecture: Slides in pdf.
- William's lecture: Slides in Powerpoint.
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
