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INFS 6720 - DATA MINING

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CLASS HANDOUTS
6720 Syllabus
Beer and Diapers Article
Data Mining Dreams Article
Statistics Refresher | Slides
Exercises Part 1
| Part 2
Partitioning Example - Cookies
Group Project Specifications
Group Project Grading Rubric
Group Presentation Rubric
Online Group / Peer Eval

VIDEOS
Predictive Analytics / Data Mining

What is Data Mining? (NJIT)
Target Knows When You're Pregnant
Big Data Can Predict Your Divorce
Pandora Radio

XLMINER LABS
Download XLMiner
Chapter 1 (no lab)

Chapter 2
Chapter 7

Chapter 8

Chapter 9
Chapter 11
Chapter 14
Chapter 15

Chapter 19

XLMiner Datasets
XLMiner Generic Steps

XLMiner Help  
More XLMiner Help

POWERPOINT SLIDES
Intro to Data Mining
Intro to CI/BI
Statistics Review
Chapter Slides 

(Note:  Content
marked with

is password-protected
at the textbook
authors' request)

WEB LINKS/RESOURCES
XLMiner Tutorial Videos
NodeXL Download Link | Help
Online Statistics Help
More Online Statistics Help
Normal Distribution Calculator
K-Means Clustering Demo
Information Management Website
CRISP DM Methodology
Gartner Group
Teradata University
U.S. Bureau of Labor Statistics
U.S. Census Data
Pew Research Datasets
KDnuggets Datasets
NASA Planet Hunters Dataset
GalaxyZoo Dataset