| Language of Instruction |
Türkçe |
| Course Type |
Area Elective Courses |
| Course Instructor(s) |
PROF. DR. ALPER TOLGA KUMTEPE |
| Mode of Delivery |
Face to face |
| Prerequisites |
Basic Mathematical Knowledge |
| Courses Recomended |
Basic Mathematical Knowledge |
| Recommended Reading List |
It will be announced later. |
| Assessment methods and criteria |
1 midterm exam, 1 final exam |
| Work Placement |
N/A |
| Catalog Content |
The course offers a comprehensive introduction to health-focused data mining: introduction to medical data mining; foundations of health data sources; data preprocessing techniques; exploratory data analysis; classification algorithms; clustering methods; association rule mining; predictive modeling for disease diagnosis; text mining in the biomedical literature; feature selection and dimensionality reduction; evaluation metrics for mining models; ethical considerations; regulatory compliance in health data analysis; case studies in medical data mining and industry applications. |
Anadolu Info Package 
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