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ITU-TRNC Student Affairs ITU-TRNC Student Affairs ITU-TRNC Student Affairs ITU-TRNC Student Affairs
  • COURSES
    • COURSE PLANS
    • COURSE SCHEDULES
    • COURSE CATALOGUES
  • FORMS & PETITIONS
    • FORMS
    • PETITIONS
  • INTERNSHIP
    • INTERNSHIP INFORMATION
    • GENERAL INTERNSHIP PRINCIPLES
    • INTERNSHIP PROCESS
    • INTERNSHIP DOCUMENTS
    • ADDITIONAL INTERNSHIP PRINCIPLES
    • PROGRAM INTERNSHIP COMMISSION COORDINATORS
  • TRANSFER
    • ACADEMIC TRANSFER
    • DUAL PROGRAMS
    • EQUIVALENCE DOCUMENT
  • TUITION
    • FEES
    • SCHOLARSHIPS
  • REGULATIONS
    • RULES AND REGULATIONS
    • REGISTRATION PROCEDURES AND PRINCIPLES
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IND 305E

DERS PROGRAMI FORMU

COURSE SYLLABUS FORM

Dersin Adı Course Name
İş Dünyası için Veri Analitiği Data Analytics for Business
Kodu
(Code)
Yarıyılı
(Semester)
Kredi
(Credit)
AKTS Kredisi
(ECTS Credit)
Ders Uygulaması, Saat/Hafta
(Course Implementation, Hours/Week)
Ders
(Theoretical)
Uygulama
(Tutorial)
Laboratuvar
(Laboratory)
IND 305E 5 3 6 3 0 0
Bölüm/Program
(Department/Program)
Endüstri Mühendisliği
(Industrial Engineering)
Dersin Türü
(Course Type)
Zorunlu
(Compulsory)
Dersin Dili
(Course Language)
İngilizce
(English)
Dersin Önkoşulları
(Course Prerequisites)
Yok
(None)
Dersin Mesleki Bileşene Katkısı, %
(Course Category by Content, %)
Temel Bilim
(Basic Sciences)
Temel Mühendislik
(Engineering Science)
Mühendislik Tasarım
(Engineering Design)
İnsan ve Toplum Bilim
(General Education)
- 70 30 -
Dersin Tanımı
(Course Description)
Veri Madenciliği kavramları, gözetimli öğrenme, gözetimsiz öğrenme, sınıflandırma, regresyon, kümeleme, görselleştirme, raporlama
Data Mining Concepts, supervised learning, unsupervised learning, classification, regression, clustering, visualization, preparing a report.
Dersin Amacı
(Course Objectives)
  1. Ham verilerden faydalı bilgiler çıkartma yetisini kazandırma.
  2. Değişik veri madenciliği görevleri için hangi metodun kullanılması gerektiği becerisini kazandırma
  3. Ham veriyi anlamlı bir şekilde görselleştirebilme yetisini kazandırma
  1. To provide the ability of extracting useful information from raw data
  2. To provide the ability of choosing the right technique for various data mining tasks 
  3. To provide the ability of visualize the raw data
Dersin Öğrenme Çıktıları
(Course Learning Outcomes)

Bu dersi alan öğrenciler:

  1. Veri madenciliği kavramları hakkında bilgi sahibi olur
  2. Ham veriyi hazırlamayı ve temizlemeyi öğrenir
  3. Sınıflandırma, regresyon ve kümeleme metotlarını öğrenir
  4. Veriyi görselleştirme metotlarını öğrenir

Students who successfully pass this course will be able to:

  1. Know concepts of data mining.
  2.  Learn to prepare and clean raw data
  3. Learn classification, regression and clustering algorithms
  4. Learn visualization methods
  • Industrial Engineering
  • Industrial Engineering
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  • Namık Kemal Mah.
  • Fazıl Polat Paşa Bulvarı
  • Famagusta
  • Turkish Republic of Northern Cyprus
  • 99450
  • (+90) 392 630 5000
  • kktcogrenciisleri@itu.edu.tr
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