CI6124 Data Mining & Machine Learning

FAQ — by Kuiyu Chang — last modified Aug 25, 2008 07:23 AM

Anything about the course

Books — by Kuiyu Chang — last modified Aug 25, 2008 07:23 AM

You should consider getting at least the text. The references are listed in ascending order of difficulty/levels, i.e. first book is introductory, last book is the hardest.

Lecture Slides — by Kuiyu Chang — last modified Aug 25, 2008 07:23 AM

The following lecture slides are derived primarily from Tan/Steinbach/Kumar's slides available @ http://www-users.cs.umn.edu/~kumar/dmbook/index.php, and from other secondary sources.

Syllabus — by Kuiyu Chang — last modified Aug 25, 2008 07:24 AM

Tentative, subject to change.

News — by Kuiyu Chang — last modified Aug 25, 2008 07:24 AM

 

Quiz — by Kuiyu Chang — last modified Aug 25, 2008 07:24 AM

In class quiz (past quizzes downloadable) & results.

Anonymous Forum — by Kuiyu Chang — last modified Aug 25, 2008 07:24 AM

Discuss anything related to the class in the anonymized safety of your home.

An Overview of Computational Learning and Function Approximation — by Kuiyu Chang — last modified Aug 25, 2008 07:24 AM

Scan from my hardcopy Friedman, J. H (1994). "An Overview of Computational Learning and Function Approximation" In: From Statistics to Neural Networks. Theory and Pattern Recognition Applications. (Cherkassy, Friedman, Wechsler, eds.) Springer-Verlag 1

2006 Exam paper & solutions — by Kuiyu Chang — last modified Aug 25, 2008 07:24 AM

Solutions may contain errors, use your discretion.