| Course Title | Code | Semester | L+U Hour | Credits | ECTS |
|---|---|---|---|---|---|
| Probability | ENM215 | 3. Semester | 3 + 0 | 3.0 | 6.0 |
| Prerequisites | None |
| Language of Instruction | Turkish |
| Course Level | Undergraduate |
| Course Type | |
| Mode of delivery | Face to face in the classroom |
| Course Coordinator |
Assist. Prof. Dr. Mustafa İsa DOĞAN |
| Instructors |
Mustafa İsa DOĞAN |
| Assistants | |
| Goals | Introduction to probability theory; teaching random models and decision making in the presence of uncertainties |
| Course Content | probability distributions, random variable, conditional probability, expected value, central limit theorem |
| Learning Outcomes |
- Belirsizlikler taşıyan EM problemlerini analiz etme becerisi - Belirsizlikler taşıyan EM problemleri için uygun model kurabilme becerisi - İstatistiksel karar alma için gerekli altyapı - Veri analizi içerikleri hakkında temel bilgiler - İstatistiksel modeller için hesaplama yapabilme ve grafik okuyabilme |
| Week | Topics | Learning Methods |
|---|---|---|
| 1. Week | Introduction to Probability | Verbal Expression Visual Presentation Course Hours |
| 2. Week | Probability theory, definition and axioms | Visual Presentation Verbal Expression Course Hours |
| 3. Week | Conditional probability | Practice Verbal Expression Course Hours Visual Presentation |
| 4. Week | Independent Events | Course Hours Verbal Expression Practice Visual Presentation |
| 5. Week | Random Variables | Visual Presentation Course Hours Verbal Expression Practice |
| 6. Week | Expected value and moment function | Verbal Expression Course Hours Visual Presentation Practice |
| 7. Week | Some important discrete random variables | Course Hours Verbal Expression Visual Presentation Practice |
| 8. Week | distributions | Course Hours Practice Verbal Expression Visual Presentation |
| 9. Week | Probability distributions | Verbal Expression Practice Visual Presentation Course Hours |
| 10. Week | Conditional expected value | Verbal Expression Visual Presentation Course Hours Practice |
| 11. Week | Normal distribution and Central Limit Theorem | |
| 12. Week | Normal distribution and Central Limit Theorem | Practice Visual Presentation Course Hours Verbal Expression |
| 13. Week | Sampling Distributions | Course Hours Practice Verbal Expression Visual Presentation |
| 14. Week | estimators and their properties | Course Hours Verbal Expression Visual Presentation Practice |
| Akdeniz, F., Probability and Statistics, 13th Edition Walpole, Myers, Myers, and Ye, Probability and Statistics for Engineers and Scientists ", 8th Edition, Pearson. |
| Program Requirements | Contribution Level | DK1 | DK2 | DK3 | DK4 | DK5 | Measurement Method |
|---|---|---|---|---|---|---|---|
| PY1 | 5 | 0 | 0 | 0 | 0 | 0 | 60 |
| PY5 | 4 | 0 | 0 | 0 | 0 | 0 | - |
| PY6 | 5 | 0 | 0 | 0 | 0 | 0 | 60 |
| PY8 | 3 | 0 | 0 | 0 | 0 | 0 | - |
| PY9 | 4 | 0 | 0 | 0 | 0 | 0 | - |
| 0 | 1 | 2 | 3 | 4 | 5 | |
|---|---|---|---|---|---|---|
| Course's Level of contribution | None | Very Low | Low | Fair | High | Very High |
| Method of assessment/evaluation | Written exam | Oral Exams | Assignment/Project | Laboratory work | Presentation/Seminar |
| Event | Quantity | Duration (Hour) | Total Workload (Hour) |
|---|---|---|---|
| Midterm 1 | 1 | 50 | 50 |
| Homework 1 | 1 | 33 | 33 |
| Final | 1 | 70 | 70 |
| Total Workload | 153 | ||
| ECTS Credit of the Course | 6.0 | ||
