Data mining is the analysis of (often large) observational data sets to find unsuspected relationships and to summarize the data in novel ways that are both understandable and useful to the data analyst (Hand, Mannila, Smyth)
Data mining is the discovery of models for data” (Rajaraman, Ullman)
| No | Topic | Link |
|---|---|---|
| 1 | Intro to Data Mining | DM 01 |
| 2 | Data Preprocessing | DM 02 |
| 3 | What is Data | DM 03 |
| 4 | Mining the Data | 04 DM |
| 5 | Frequent Itemset | DM 04 |
| 6 | Classification | Classification |
| 7 | DM Tools | DM Tools |
| 8 | Clustering | Clustering |
| 9 | Features Selection | Features Selection |
| 10 | Features Extraction | 10 DM Features Extraction |
| 11 | Text Mining and Its Applications | Text Mining and Its Application in Social Media |
| 12 | Anomaly Detection | Anomaly Detection |
| 13 | DM Tools Comparison | 13 DM Tools Comparison |
| 14 | Review | Review |