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<HTML><HEAD><TITLE> Caltech CS/CNS/EE 156 - Learning Systems</TITLE></HEAD><BODY><!WA0><a href="http://www.caltech.edu/"><!WA1><img src="http://www.caltech.edu/pictures/tinycitlogo.gif" align=right border=0></a><H1>CS/CNS/EE 156ab <br>Learning Systems</H1><H2>Course Information 1996-1997</h2><hr><h3>Handouts</h3> HTML:<UL> <LI> <!WA2><a href="http://www.cs.caltech.edu/~cs156/handouts/desc.html">Course Description</a> <LI> <!WA3><a href="http://www.cs.caltech.edu/~cs156/handouts/who.html">Who's Who in CS/CNS/EE 156a </a> <LI> <!WA4><a href="http://www.cs.caltech.edu/~cs156/handouts/policy.html">Policies </a> <LI> <!WA5><a href="http://www.cs.caltech.edu/~cs156/handouts/refs.html">References </a></UL>Postscript:<UL> <LI> <!WA6><A HREF="http://www.cs.caltech.edu/~cs156/handouts/i.ps"> Course Description, References, Policies, Who's Who in CS/CNS/EE 156a </A> (57k) <br></UL>Graphical:<UL> <li> <!WA7><a href="http://www.cs.caltech.edu/~cs156/handouts/bounds.html"> Derivation of Bernoulli Bounds </a> <li> <!WA8><a href="http://www.cs.caltech.edu/~cs156/handouts/vcdim.html"> What you need to know about the VC inequality </a> <LI> <!WA9><a href="http://www.cs.caltech.edu/~cs156/handouts/crossv.html"> Analysis of Cross Validation </a></UL><BR><!WA10><a href="http://www.cs.caltech.edu/~cs156/notes/notes.html"><h3>Lecture Notes</h3></a><h3>Assignments</h3><UL> <LI> Homework # 1 (Due Oct. 14) <UL> <LI> <!WA11><A HREF="http://www.cs.caltech.edu/~cs156/assignments/hw1.ps"> Handout </A> (56k Postscript)<br> <LI> <!WA12><A HREF="http://www.work.caltech.edu/cs156/hwk1/soln.html"> Solution </A> </UL> <LI> Experiment # 1 (Due Oct. 25) <UL> <LI> <!WA13><A HREF="http://www.cs.caltech.edu/~cs156/assignments/ex1.ps"> Handout </A> (82k Postscript)<br> <LI> <!WA14><a href="ftp://cs.caltech.edu/cs156/exp1.tar"> Program and data files </a> (72k tar) <LI> <!WA15><A HREF="http://www.cs.caltech.edu/~cs156/assignments/exp1_answer/exp1_answer.html"> Solution </A> </UL> <LI> Homework # 2 (Due Nov. 4) <UL> <LI> <!WA16><A HREF="http://www.cs.caltech.edu/~cs156/assignments/hw2.ps"> Handout </A> (60k Postscript)<br> <LI> <!WA17><A HREF="http://www.work.caltech.edu/cs156/hwk2/soln.html"> Solution </A> </UL> <LI> Experiment # 2 (Due Nov. 13) <UL> <LI> <!WA18><A HREF="http://www.cs.caltech.edu/~cs156/assignments/ex2.ps"> Handout </A> (40k Postscript)<br> <LI> <!WA19><a href="ftp://cs.caltech.edu/cs156/exp2.tar"> Program and data files </a> (195k tar) </UL> <LI> Homework # 3 (Due Nov. 25) <UL> <LI> <!WA20><A HREF="http://www.cs.caltech.edu/~cs156/assignments/hw3.ps"> Handout </A> (65k Postscript)<br><!-- <LI> <!WA21><A HREF="http://www.work.caltech.edu/cs156/hwk2/soln.html"> Solution </A>--> </UL></UL></BODY><hr><address>Copyright © 1996<br>This page maintained by <!WA22><a href="mailto:zander@cs.caltech.edu">zander@cs.caltech.edu </a><br>Last updated: 18 Nov 1996</address></HTML>⌨️ 快捷键说明
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