Difference between revisions of "10-601B Neural Networks"

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(Created page with "This a lecture used in the Syllabus for Machine Learning 10-601B in Spring 2016 === Slides === * [http://curtis.ml.cmu.edu/w/courses/images/a/a1/Anns-02-10.pdf Slides in...")
 
 
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* Mitchell: Ch. 4
 
* Mitchell: Ch. 4
* Bishop: Ch 5
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=== What You Should Know Afterward ===
 
=== What You Should Know Afterward ===

Latest revision as of 00:25, 11 February 2016

This a lecture used in the Syllabus for Machine Learning 10-601B in Spring 2016

Slides

Readings

  • Mitchell: Ch. 4
  • Bishop: Ch. 5

What You Should Know Afterward

  • What multi-layer networks are and why they are useful.
  • The backpropagation algorithm, and what loss is associated with it.
  • Dealing with overfitting.