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
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