DATA MINING

DATA MINING

1. The Data Mining Task

   • Exploratory Data Analysis
   • Descriptive Modeling
   • Descriptive Modeling
   • Predictive Modeling
   • Discovering Patterns and Rule
   • Retrieval by Content

2. Types of Data Mining System

   • according to the type of data source mined
   • according to the data model
   • according to the kind of knowledge
   • according to mining techniques used

3. Data Mining Life Cycle

   • Business Understanding
   • Data Understanding
   • Data Preparation
   • Modeling
   • Evaluation
   • Deployment

4. Visualizing Data Mining Model

   • Data
   • Pattern
   • Process
   • Valid
   • Novel
   • Useful

5. Data Mining Methods

   • Decision Trees and Rules
   • Nonlinear Regression and Classification Methods
   • Example-based Methods
   • Probabilistic Graphical Dependency Models
   • Relational Learning Models

6. Data Mining Applications

   • in Healthcare
   • Future Directions of Health care system through Data Mining Tools
   • used for market basket analysis
   • used an emerging trends in the education system [57, 58] in the whole world

7. The Scope of Data Mining

   • Automated prediction of trends and behaviors
     • Artificial neural networks
     • Decision trees
     • Genetic algorithms
     • Rule induction