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Ders Tanımı

Ders Kodu Yarıyıl T+U Saat Kredi AKTS
DATAMINING AND BUSINESS INTELLIGENCE YBS 357 5 2 + 0 2 5
Ön Koşul Dersleri
Önerilen Seçmeli Dersler
Dersin Dili Türkçe
Dersin Seviyesi Lisans
Dersin Türü SECMELI
Dersin Koordinatörü Dr.Öğr.Üyesi HALİL İBRAHİM CEBECİ
Dersi Verenler Dr.Öğr.Üyesi HALİL İBRAHİM CEBECİ
Dersin Yardımcıları
Dersin Kategorisi
Dersin Amacı
Ensuring the students to comprehend the disciplines related to business intelligence cocenptually and to learn the fundamental concepts and techniques of business intelligence as well as its business applications
Dersin İçeriği
Dersin Öğrenme Çıktıları Öğretim Yöntemleri Ölçme Yöntemleri
1 - To learn business intelligence concepts and system development and implementation process 1 - 2 - 3 - A - C -
2 - To acquire skills related to datawarehouse, OLAP, and data mining 1 - 2 - 3 - A - C -
3 - To learn web and text mining tools 1 - 2 - 3 - A - C -
4 - To understand the relationship between business performance management and business intelligence 1 - 2 - 3 - A - C -
Öğretim Yöntemleri: 1:Lecture 2:Question-Answer 3:Discussion
Ölçme Yöntemleri: A:Testing C:Homework

Ders Akışı

Hafta Konular ÖnHazırlık
1 Introduction to Business Intelligence Review of the related chapters of the lecture.
2 Business Intelligence and Decision Support Systems Review of the related chapters of the lecture.
3 Datawarehouse and Datamart Review of the related chapters of the lecture.
4 Visualization, Reporting and OLAP Review of the related chapters of the lecture.
5 Data Mining 1 (Fundamentals and data mining process) Review of the related chapters of the lecture.
6 Data Mining 2 (Statistics-based data mining techniques) Review of the related chapters of the lecture.
7 Data Mining 3 (Machine learning-based data mining techniques) Review of the related chapters of the lecture.
8 MID TERM EXAM
9 Data Mining 4 (Artificial intelligence-based data mining techniques) Review of the related chapters of the lecture.
10 Text Mining Review of the related chapters of the lecture.
11 Web Mining Review of the related chapters of the lecture.
12 Business Performance Management Review of the related chapters of the lecture.
13 Business Intelligence Systems Development and Implementation Review of the related chapters of the lecture.
14 Business Intelligence Applications Review of the related chapters of the lecture.

Kaynaklar

Ders Notu
Ders Kaynakları

Döküman Paylaşımı


Dersin Program Çıktılarına Katkısı

No Program Öğrenme Çıktıları KatkıDüzeyi
1 2 3 4 5
1 Acquire necessary knowledge in the fields of production,finance, human resources and management and organisation which are the fundamental functions of an enterprise
2 Define management information systems in terms of technic, management and organisation and grasp the local, national and international dimensions of it
3 Be aware of the fact that management information systems is a multidisciplinary field and interrelate the other fields
4 Be able to think analythically and offer solutions by using the knowledge and skills gained towards problems encountered in daily life
5 Know information technologies and systems which can be used in diferrent fields of an enterprise
6 Be able to solve problems by using diferrent information technologies, systems and support decision-makers
7 Provide technical and managerial contribution to information projects and take responsibility
8 Keep up with the rapid changes in the field of information technologies and systems and innovate themselves
9 Convey the experince that they have about information technologies and systems, recent developments and growing tendencies through any sort of means of communication and, if necessary, can do it in a foreign language at least.
10 Generate ideas for interdisciplinary studies which can combine social and technical fields and be able to conduct these ideas
11 Know the algorithm and be able to use an up-to-date software.
12 Analyse the needs for an information systems and have control over the processes at the analysis, design and implementation stages of the database that belongs to the system
13 Have the conscioussness of social responsibility and understand and practice theprofessional, legal and ethical values in information field
14 Have a wide acquaintance with managerial/functional applications of enterprise information systems

Değerlendirme Sistemi

YARIYIL İÇİ ÇALIŞMALARI SIRA KATKI YÜZDESİ
AraSinav 1 50
PerformansGoreviUygulama 1 35
SozluSinav 1 10
SozluSinav 2 5
Toplam 100
Yıliçinin Başarıya Oranı 60
Finalin Başarıya Oranı 40
Toplam 100

AKTS - İş Yükü

Etkinlik Sayısı Süresi(Saat) Toplam İş yükü(Saat)
Course Duration (Including the exam week: 16x Total course hours) 16 3 48
Hours for off-the-classroom study (Pre-study, practice) 16 2 32
Mid-terms 1 10 10
Quiz 1 5 5
Assignment 0 0 0
Oral Examination 0 0 0
Performance Task (Application) 2 10 20
Final examination 1 15 15
Toplam İş Yükü 130
Toplam İş Yükü /25(s) 5.2
Dersin AKTS Kredisi 5.2
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