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A good presentation on data mining and document modeling

  • Introduction

  • Data Mining Techniques

    • Rule and Decision Tree Induction

    • Statistical Techniques

    • Visualization

    • Clustering

    • Projection

    • Self-Organizing Map 

  • Problems with the Data

  • Application examples

    • Data Mining of Pharmaceutical Data

    • Types of Patterns that may be Identified through Data Mining 

  • Textual Data Mining and WEBSOM

  • Final Remarks 



Poll: Which of the following would you recommend as the best introductory book on data mining?
Data Mining: Concepts and Techniques - Han & Kamber
Data Preparation for Data Mining - Pyle
Introduction to Data Mining - Tan, Steinbach & Kumar
Principles of Data Mining - Hand, Mannila & Smyth
Machine Learning - Mitchell
The Elements of Statistical Learning - Hastie, Tibshirani & Friedman
Introduction to Business Data Mining - Olson & Shi
Predictive Data Mining: a practical guide - Weiss & Indurkhya
Other
Books are way too structured and expensive for me!
[View results]

Check out more information about these books here!
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The tutorial can be found here.
 

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