Ders Adı | Kodu | Yarıyıl | T+U Saat | Kredi | AKTS |
---|---|---|---|---|---|
Busıness Analytıcs | GBA 519 | 0 | 3 + 0 | 3 | 6 |
Ön Koşul Dersleri | |
Önerilen Seçmeli Dersler | |
Dersin Dili | Türkçe |
Dersin Seviyesi | YUKSEK_LISANS |
Dersin Türü | Seçmeli |
Dersin Koordinatörü | Doç.Dr. HALİL İBRAHİM CEBECİ |
Dersi Verenler | Doç.Dr. HALİL İBRAHİM CEBECİ, |
Dersin Yardımcıları | |
Dersin Kategorisi | Alanına Uygun Öğretim |
Dersin Amacı | |
Dersin İçeriği |
# | Ders Öğrenme Çıktıları | Öğretim Yöntemleri | Ölçme Yöntemleri |
---|---|---|---|
1 | Knows and uses modern analytical techniques to support decision making for businesses | Case Study, Project Based Learning, | Performance Task, |
2 | Collects and organizes data for business problems | Project Based Learning, Self Study, | Project / Design, Performance Task, |
3 | Understands analysis outputs and can use them in decision-making processes | Project Based Learning, | Performance Task, |
Hafta | Ders Konuları | Ön Hazırlık |
---|---|---|
1 | Introduction to decision making | |
2 | Business intelligence architecture and location of business analytics | |
3 | Technological infrastructure | |
4 | Introduction to Data Mining | |
5 | Data Mining Methods - Classification | |
6 | Data Mining Methods - Clustering | |
7 | Data Mining Methods - Association Rules | |
8 | Data Mining Methods - Time Series | |
9 | Midterm | |
10 | Introduction to Text Mining | |
11 | Text Mining - Sentiment Analysis | |
12 | Web Mining | |
13 | Social Media Mining | |
14 | Artificial intelligence |
Kaynaklar | |
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Ders Notu | |
Ders Kaynakları |
Sıra | Program Çıktıları | Katkı Düzeyi | |||||
---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | |||
1 | Demonstrate understanding of the business fundamentals and the business functions including economics, finance, marketing, accounting and management. | ||||||
2 | Evaluate an organization’s strategic direction and organizational integration. | ||||||
3 | Identify and evaluate the logic, validity, and relevance of data and/or information. | X | |||||
4 | Make informed and feasible conclusions and recommendations. | X | |||||
5 | Write business documents that are clear, concise and logical. | ||||||
6 | Developing effective and understandable verbal communication skills | X | |||||
7 | To develop suggestions for the sustainability of organizations and social responsibility studies. | ||||||
8 | Analyzing ethical conflicts and producing effective solutions. | ||||||
9 | Formulate strong approaches to lead others according to their individual leadership styles | ||||||
10 | To be able to interact effectively in teams. |
Değerlendirme Sistemi | |
---|---|
Yarıyıl Çalışmaları | Katkı Oranı |
1. Ara Sınav | 50 |
1. Ödev | 10 |
2. Ödev | 20 |
3. Ödev | 20 |
Toplam | 100 |
1. Yıl İçinin Başarıya | 60 |
1. Final | 40 |
Toplam | 100 |
AKTS - İş Yükü Etkinlik | Sayı | Süre (Saat) | Toplam İş Yükü (Saat) |
---|---|---|---|
Course Duration (Including the exam week: 16x Total course hours) | 1 | 48 | 48 |
Mid-terms | 1 | 20 | 20 |
Assignment | 3 | 10 | 30 |
Hours for off-the-classroom study (Pre-study, practice) | 1 | 50 | 50 |
Toplam İş Yükü | 148 | ||
Toplam İş Yükü / 25 (Saat) | 5,92 | ||
Dersin AKTS Kredisi | 6 |