Statistical Learning Theory: Data Mining Workshop (Spring 1999)
SCAI (School of Computer Science and Artificial Intelligence), Seoul National University
- Instructor: Prof. Byoung-Tak Zhang
- Semester: Spring 1999
Textbook
- Data Mining with Neural Networks — Joseph P. Bigus — 1996
Workshop Schedule
Student presentation seminar covering chapters of Bigus (1996):
| Chapter | Topic |
|---|---|
| 1 | Introduction to Data Mining |
| 2 | Introduction to Neural Networks |
| 3 | Data Preparation |
| 4 | Neural Network Models and Architectures |
| 5 | Training and Testing Neural Networks |
| 6 | Supervised and Unsupervised Learning |
| 7 | Prediction and Forecasting |
| 8 | Neural Network Classification |
| 9 | Natural Language Processing |
| 10 | Advanced Topics |