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Information
| Unit | ABDİ SÜTCÜ HEALTH SERVICES VOCATIONAL SCHOOL |
| MEDICAL DATA PROCESSING TECHNICIAN PR. | |
| Code | TVZ209 |
| Name | Big Data and Cloud Systems in Healthcare |
| Term | 2026-2027 Academic Year |
| Semester | 3. Semester |
| Duration (T+A) | 2-0 (T-A) (17 Week) |
| ECTS | 2 ECTS |
| National Credit | 2 National Credit |
| Teaching Language | Türkçe |
| Level | Belirsiz |
| Type | Normal |
| Label | C Compulsory |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Yüksekokul Sekreteri MUSTAFA ÇALKAMIŞ |
| Course Instructor |
The current term course schedule has not been prepared yet.
|
Course Goal / Objective
Analyzing health data from a big data perspective, designing and managing cloud-based health information systems, and developing digital solutions that comply with data security and ethical guidelines.
Course Content
This course covers the role of big data in healthcare and its integration with cloud computing technologies. It addresses big data sources, data storage, analysis methods, the structure of cloud-based systems, and data management strategies in healthcare organizations. Data security, privacy, ethics, and legal regulations are also evaluated.
Course Precondition
None
Resources
lecture notes
Notes
lecture notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | It defines the concept of big data and its applications in healthcare. |
| LO02 | It explains cloud computing architecture and its role in healthcare data management. |
| LO03 | It analyzes the storage and access of health data in the cloud. |
| LO04 | It applies big data analysis techniques to health data. |
| LO05 | It 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 | - | Analyzes the processing, storage and sharing of health data | 4 |
| PLO04 | - | Summarizes the structure and function of health information systems. | |
| PLO05 | - | Evaluates the effects of digitalization in healthcare. | 3 |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Büyük veri (big data) kavramına giriş | Reviewing lecture notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 2 | Big data sources in healthcare. | Reviewing lecture notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 3 | Introduction to cloud computing technologies. | Reviewing lecture notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 4 | Storing health data in the cloud. | Reviewing lecture notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 5 | Cloud computing architectures (SaaS, IaaS, PaaS) | Reviewing lecture notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 6 | Big data analytics tools and platforms | Reviewing lecture notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 7 | Real-time data analysis systems | Reviewing lecture notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 8 | Mid-Term Exam | Ölçme Yöntemleri: Yazılı Sınav |
|
| 9 | Security and privacy of health data. | Reviewing lecture notes | Öğretim Yöntemleri: Anlatım, Tartışma |
| 10 | Cloud data access management and encryption. | Reviewing lecture notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 11 | Legal regulations: KVKK (Turkish Personal Data Protection Law), HIPAA (Hispanic Rights Association) | Reviewing lecture notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 12 | Big data strategies in healthcare organizations | Reviewing lecture notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 13 | Case analysis: Patient monitoring with big data. | Reviewing lecture notes | Öğretim Yöntemleri: Anlatım, Alıştırma ve Uygulama |
| 14 | Project presentations and overall evaluation. | Reviewing lecture notes | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 15 | General assessment | Reviewing lecture notes | Öğretim Yöntemleri: Soru-Cevap |
| 16 | Term Exams | Ölçme Yöntemleri: Yazılı Sınav |
|
| 17 | Term Exams | 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 | 1 | 14 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 1 | 1 |
| Final Exam | 1 | 1 | 1 |
| Total Workload (Hour) | 44 | ||
| Total Workload / 25 (h) | 1,76 | ||
| ECTS | 2 ECTS | ||