Data Mining
Course Code
IF4041
Number of Credits
3
Semester
Course Type
Study Material
| Study Material | Depth |
|---|---|
| DS-DG-1. Data acquisition | Expert |
| DS-DG-2. Information extraction | Expert |
| DS-DG-3. Working with various types of data | Explore |
| DS-DG-4. Data integration | Expert |
| DS-DG-5. Data reduction and compression | Expert |
| DS-DG-6. Data transformation | Expert |
| DS-DG-7. Data cleaning | Expert |
| DS-DM-1. Proximity measurement | Expert |
| DS-DM-2. Data preparation | Explore |
| DS-DM-3. Information extraction | Explore |
| DS-DM-4. Cluster analysis | |
| DS-DM-5. Classification and regression | |
| DS-DM-6. Pattern mining | |
| DS-DM-7. Outlier detection | |
| DS-DM-8. Time series data | |
| DS-DM-9. Mining web data | |
| DS-DM-10. Information retrieval |
Graduate Learning Outcomes (GLO) carried by the course
| CPMK Code | Course Learning Outcomes Elements (CLO) |
|---|---|
| CPMK 1 | |
| CPMK 2 | |
| CPMK 3 | |
| CPMK 4 |