| 1 |
- |
Data, Information, Knowledge Concepts |
Lecture & Studying on Sample & Practice |
| 2 |
Studying on Sample, Assignment |
Explaining R infrastructure and its installation |
Lecture & Studying on Sample & Practice |
| 3 |
Studying on Sample, Assignment |
Loop structure and its functions |
Lecture & Studying on Sample & Practice |
| 4 |
Studying on Sample, Assignment |
Data types (structural, non-structural nominal, ordinal data) |
Lecture & Studying on Sample & Practice |
| 5 |
Studying on Sample, Assignment |
Basic statistical calculation and visualisation |
Lecture & Studying on Sample & Practice |
| 6 |
Studying on Sample, Assignment |
Data pre-processing process |
Lecture & Studying on Sample & Practice |
| 7 |
Studying on Sample, Assignment |
Principal Component Analysis |
Lecture & Studying on Sample & Practice |
| 8 |
- |
MID-TERM EXAM |
- |
| 9 |
Studying on Sample, Assignment |
Regression analysis |
Lecture & Studying on Sample & Practice |
| 10 |
Studying on Sample, Assignment |
Hypothesis tests |
Lecture & Studying on Sample & Practice |
| 11 |
Studying on Sample, Assignment |
Decision trees |
Lecture & Studying on Sample & Practice |
| 12 |
Studying on Sample, Assignment |
Choosing Model and its methods |
Lecture & Studying on Sample & Practice |
| 13 |
Studying on Sample, Assignment |
Logistic Regression |
Lecture & Studying on Sample & Practice |
| 14 |
Studying on Sample, Assignment |
Practice |
Studying on Sample & Practice |
| 15 |
Studying on Sample, Assignment |
Practice |
Studying on Sample & Practice |
| 16 |
- |
FINAL EXAM |
- |
| 17 |
- |
FINAL EXAM |
- |