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Do you want to learn data mining from a Phd guy
Topics Covered are
The Foundations of Data Mining
The Scope of Data Mining
How Data Mining Works
An Architecture for
Data Mining
Glossary of Data Mining Terms
Classical Techniques: Statistics, Neighborhoods and Clustering
What is different between statistics and data mining?
Histograms
Statistics for Prediction
Linear regression
A simple example of clustering
How to use Nearest Neighbor for Prediction
Using nearest neighbor for stock market data
What is a Decision Tree?
Applying decision trees to Business
Using decision trees for Exploration
Using decision trees for Data Preprocessing
CART Surrogates handle missing data
What is a Neural Network?
Applying Neural Networks to Business
Neural Networks for feature extraction
What does a neural net look like?
How is the neural net model created?
Understanding Data Mining: It's All in the Interaction
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