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 - Emojis
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
XLMiner Student License
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
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