Data Mining Techniques

Data Mining Techniques

1. INTRODUCTION

   • 1.1 Data mining process

2. DATA MINING APPLICATIONS

   • 1. Business Sector
   • 2. Bio-informatics
   • 3. Climatology
   • 4. Banking & Finance
   • 5. Security and data integrity
   • 6. Criminal Investigation
   • 7. Government records

3. DATA MINING TECHNIQUES

   • 1. Predictive
     • 1.1 Classification
       • 1.1.1 Decision Tree
       • 1.1.2 Bayesian
       • 1.1.3 Neural Networks
     • 1.2 Regression
     • 1.3 Time-series
     • 1.4 Prediction
   • 2. Descriptive
     • 2.1 Clustering
     • Association
     • Summarization