Information Package / Course Catalogue
| Course Code | : MIS527 |
| Course Type | : Area Elective |
| Couse Group | : Second Cycle (Master's Degree) |
| Education Language | : Turkish |
| Work Placement | : N/A |
| Theory | : 3 |
| Prt. | : 0 |
| Credit | : 3 |
| Lab | : 0 |
| ECTS | : 6 |
To introduce our students to various data mining techniques and to inform them about the applications of real life problems.
Introduction to Data Mining, Data Mining Definitions, Data Mining Techniques, Data Mining Techniques, Operations and Algorithms, Data Mining Applications, Data Mining Problems, Text Mining, Web Mining, Sample Applications.
| Assoc. Prof. Pınar Zarif TAN |
| 1. | Ability to reach the knowledge expansion and depth by doing scientific research in the field of engineering, knowledge evaluation, interpretation and application skills |
| 2. | Ability to complete and apply knowledge using scientific methods using limited or incomplete data; the ability to integrate knowledge of different disciplines |
| 3. | Developing methods to solve and solve engineering problems and applying innovative methods in solutions |
| 4. | Ability to develop new and original ideas and methods; the ability to develop innovative solutions in system, component or process design |
| 5. | Comprehensive information on modern techniques and methods applied in engineering and their boundaries |
| 6. | Ability to design and apply analytical, modeling and experimental based research; the ability to analyze and interpret complex situations in this process |
| Type of Assessment | Count | Percent |
|---|---|---|
| Midterm Examination | 1 | %40 |
| Final Examination | 1 | %60 |
| Activities | Count | Preparation | Time | Total Work Load (hours) |
|---|---|---|---|---|
| Lecture - Theory | 15 | 2 | 3 | 75 |
| Project | 2 | 0 | 10 | 20 |
| Individual Work | 15 | 0 | 3 | 45 |
| Midterm Examination | 1 | 3 | 2 | 5 |
| Final Examination | 1 | 3 | 2 | 5 |
| TOTAL WORKLOAD (hours) | 150 | |||
PÇ-1 | PÇ-2 | PÇ-3 | PÇ-4 | PÇ-5 | PÇ-6 | PÇ-7 | PÇ-8 | PÇ-9 | PÇ-10 | |
OÇ-1 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | |
OÇ-2 | 4 | 5 | 5 | 5 | 4 | 4 | 4 | 4 | ||
OÇ-3 | 4 | 4 | 4 | 4 | 5 | 5 | 5 | 4 | 3 | |
OÇ-4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | ||
OÇ-5 | 5 | 5 | 5 | 5 | 4 | 4 | 5 | 5 | 4 | |
OÇ-6 | 4 | 5 | 5 | 5 | 5 | 5 | 5 | 4 | 4 | |