1. Objectives Data Mining Course
Lecture Notes for Chapter 4
Introduction to Data Mining by
Tan, Steinbach, Kumar
Using R for
Data Analysis
and Data Mining
Apply Data Mining to Real World Datasets
Exploratory Data Analysis
and Preprocessing
Goals and Objectives of Data Mining
Making Sense
of Data
Implementing Data
Mining Algorithms
Classification Techniques
Learn How to Interpret
Data Mining Results
Association Analysis
Clustering Algorithms

2. Top 10 Data Mining Algorithms
C4.5
K-means
SVM
APRIORI EM
PageRank
AdaBoost
kNN
Naïve Bayes
CART