Information Package / Course Catalogue
| Course Code | : EK469 |
| Course Type | : Area Elective |
| Couse Group | : First Cycle (Bachelor's Degree) |
| Education Language | : Turkish |
| Work Placement | : N/A |
| Theory | : 3 |
| Prt. | : 0 |
| Credit | : 3 |
| Lab | : 0 |
| ECTS | : 5 |
To analyze and interpret statistical problems using R programming language.
This lecture aims to teach R programming language and computer aided solutions of the problems related to statistics and probability theory using R programming language.
| 1. | The ability of using R programming languages |
| 2. | To be able to generate random numbers |
| 3. | The ability of performing the applications of various probability distributions. |
| 4. | Drawing graphics with R. |
| 5. | To be able to make statistical hypothesis testing with R |
| 1. | Data Science from Scratch, O’Reilly Media, Joel Grus (2015) |
| 2. | Hands-On Machine Learning with Scikit-Learn and TensorFlow, O’Reilly Media, By Aurélien Géron (2017) |
| Type of Assessment | Count | Percent |
|---|---|---|
| Midterm Examination | 1 | %40 |
| Final Examination | 1 | %70 |
| Activities | Count | Preparation | Time | Total Work Load (hours) |
|---|---|---|---|---|
| Lecture - Practice | 14 | 2 | 3 | 70 |
| Individual Work | 7 | 3 | 2 | 35 |
| Midterm Examination | 1 | 8 | 1 | 9 |
| Final Examination | 1 | 8 | 1 | 9 |
| TOTAL WORKLOAD (hours) | 123 | |||
PÇ-1 | PÇ-2 | PÇ-3 | PÇ-4 | PÇ-5 | PÇ-6 | PÇ-7 | PÇ-8 | PÇ-9 | |
OÇ-1 | 5 | 4 | 4 | 2 | 2 | 3 | 4 | 5 | 5 |
OÇ-2 | 5 | 5 | 5 | 4 | 4 | 4 | 3 | 3 | 3 |
OÇ-3 | 5 | 4 | 4 | 4 | 4 | 3 | 3 | 3 | 3 |
OÇ-4 | 3 | 3 | 3 | 4 | 4 | 4 | 4 | 3 | 3 |
OÇ-5 | 2 | 3 | 3 | 3 | 3 | 4 | 4 | 4 | 4 |