Lecture Slides

Lecture 01 — by Kuiyu Chang — last modified Aug 25, 2008 07:23 AM

Introduction

Lecture 02 (updated 2007.08.22) — by Kuiyu Chang — last modified Aug 25, 2008 07:23 AM

Data - pp 56 error fixed - pp 60 added analogy

Lecture 03 — by Kuiyu Chang — last modified Aug 25, 2008 07:23 AM

Data Exploration Minor changes, added 1 example on percentile

Lecture 04 — by Kuiyu Chang — last modified Aug 25, 2008 07:23 AM

Overview of Predictive Learning & Function Approximation adapted from Friedman's 1994 paper of the same name.

Lecture 05 — by Kuiyu Chang — last modified Aug 25, 2008 07:23 AM

Decision Trees & Classification Issues

Lab 1 Material — by Kuiyu Chang — last modified Aug 25, 2008 07:23 AM

Download this 150+ page booklet on "Getting Started with SAS Enterprise Miner". We will be using this for our Labs.

Lecture 06 — by Kuiyu Chang — last modified Aug 25, 2008 07:23 AM

Alternative Classification Techniques

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

Clustering

Lab 2 Material — by Kuiyu Chang — last modified Aug 25, 2008 07:24 AM

This is file containing the two SAS excercises on Clustering and Association Rules, to be done on the night (6:30 - 9:30) of 2007.10.30 (Tuesday)!!

Lecture 08 — by Kuiyu Chang — last modified Aug 25, 2008 07:24 AM

Advanced Clustering & Anomaly Detection

Lecture 09 — by Kuiyu Chang — last modified Aug 25, 2008 07:24 AM

Association Rules.