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Information
| Unit | ABDİ SÜTCÜ HEALTH SERVICES VOCATIONAL SCHOOL |
| MEDICAL DATA PROCESSING TECHNICIAN PR. | |
| Code | TVS106 |
| Name | Big Data and Cloud Systems in Healthcare |
| Term | 2025-2026 Academic Year |
| Semester | 2. Semester |
| Duration (T+A) | 2-0 (T-A) (17 Week) |
| ECTS | 3 ECTS |
| National Credit | 2 National Credit |
| Teaching Language | Türkçe |
| Level | Belirsiz |
| Type | Normal |
| Label | E Elective |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. ŞULE SULTAN MENZİLETOĞLU YILDIZ |
| Course Instructor |
The current term course schedule has not been prepared yet.
|
Course Goal / Objective
This course covers the role of the concept of big data in healthcare and its integration with cloud computing technologies.
Course Content
This course covers the role of big data in healthcare and its integration with cloud computing technologies. Big data sources, data storage, analysis methods, the architecture of cloud-based systems, and data management strategies in healthcare organizations are discussed. Data security, privacy, ethics, and legal regulations are also reviewed.
Course Precondition
None
Resources
Lecture notes to be given by the instructor
Notes
Lecture notes to be given by the instructor
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Explains cloud computing architecture and its role in health data management. |
| LO02 | Define the concept of big data and its uses in healthcare |
| LO03 | Analyzes the storage and access of health data in the cloud environment. |
| LO04 | Applies big data analysis techniques on health data. |
| LO05 | Evaluates the importance of security and privacy in cloud and big data systems. |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Defines the concept of health informatics. | |
| PLO02 | Bilgi - Kuramsal, Olgusal | Explains the types and sources of health data. | |
| PLO03 | Belirsiz | Analyzes the processing, storage and sharing of health data | 5 |
| PLO04 | Belirsiz | Summarizes the structure and function of health information systems. | |
| PLO05 | Belirsiz | Evaluates the effects of digitalization in healthcare. | 3 |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Introduction to the concept of big data | Lucture Notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 2 | Big data sources in health | Lucture Notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 3 | Introduction to cloud computing technologies | Lucture Notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 4 | Storing health data in the cloud | Lucture Notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 5 | Cloud computing architectures (SaaS, IaaS, PaaS) | Lucture Notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 6 | Big data analytics tools and platforms | Lucture notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 7 | Real-time data analysis systems | Lucture Notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 8 | Mid-Term Exam | Lucture Notes | Ölçme Yöntemleri: Yazılı Sınav |
| 9 | Security and privacy of health data | Lucture Notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 10 | Data access management and encryption in the cloud | Lucture Notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 11 | Legal regulations: KVKK, HIPAA | Lucture Notes | Öğretim Yöntemleri: Soru-Cevap, Anlatım |
| 12 | Big data strategies in healthcare organizations | Lucture Notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 13 | Case study: Patient monitoring with big data | Lucture Notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 14 | Project presentations and general evaluation | Lucture Notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 15 | project | lecture Notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap, Beyin Fırtınası |
| 16 | Term Exams | Lucture Notes | Ölçme Yöntemleri: Yazılı Sınav |
| 17 | Term Exams | Lucture Notes | Ölçme Yöntemleri: Yazılı Sınav |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 2 | 28 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 0 | 0 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 10 | 10 |
| Final Exam | 1 | 28 | 28 |
| Total Workload (Hour) | 66 | ||
| Total Workload / 25 (h) | 2,64 | ||
| ECTS | 3 ECTS | ||