Part IPart I - UH
Part I
Data Mining Fundamentals
Data Mining: A First View
Chapter 1
1.1 Data Mining: A Definition
Data Mining
The process of employing one or more computer learning techniques to automatically analyze and extract knowledge from data.
Induction-based Learning
The process of forming general concept definitions by observing specific examples of concepts to be learned.
Knowledge Discovery in Databases (KDD)
The application of the scientific method to data mining. Data mining is one step of the KDD process.
1.2 What Can Computers Learn?
Four Levels of Learning
? Facts ? Concepts ? Procedures ? Principles
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