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ISTANBUL GELİŞİM UNIVERSITY INFORMATION SYSTEM

Data Scıence And Analytıcs

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Total Course & Programme Outcome Relationship

Level of Contribution
0 1 2 3 4 5

Compulsory Course Units
Name of the Course Unit 1 2 3 4 5 6 7 8 9 10 11 T %
PRINCIPLES OF ATATURK AND HISTORY OF TURKISH REVOLUTION I 0 0 0 0 0 0 0 0 0 0 0 0 0
PRINCIPLES OF ATATURK AND HISTORY OF TURKISH REVOLUTION II 0 0 0 0 0 0 0 0 0 0 0 0 0
LINEAR ALGEBRA 0 0 0 0 0 0 0 0 0 0 0 0 0
MATEMATİK I 0 0 0 0 0 0 0 0 0 0 0 0 0
MATEMATİK II 0 0 0 0 0 0 0 0 0 0 0 0 0
DISCRETE MATHEMATICS 0 0 0 0 0 0 0 0 0 0 0 0 0
TURKISH LANGUAGE I 0 0 0 0 0 0 0 0 0 0 0 0 0
TURKISH LANGUAGE II 0 0 0 0 0 0 0 0 0 0 0 0 0
NESNE YÖNELİMLİ PROGRAMLAMA 0 0 0 0 0 0 0 0 0 0 0 0 0
VERİ BİLİMİNE GİRİŞ 0 0 0 0 0 0 0 0 0 0 0 0 0
VERİ ANALİTİĞİ 0 0 0 0 0 0 0 0 0 0 0 0 0
ALGORİTMA VE PROGRAMLAMANIN TEMELLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
TEMEL BİLGİ TEKNOLOJİLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
İŞLETİM SİSTEMLERİ TEMELLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
İSTATİSTİK I 0 0 0 0 0 0 0 0 0 0 0 0 0
İSTATİSTİK II 0 0 0 0 0 0 0 0 0 0 0 0 0
VERİ GÖRSELLEŞTİRME 0 0 0 0 0 0 0 0 0 0 0 0 0
MAKİNE ÖĞRENMESİNE GİRİŞ 0 0 0 0 0 0 0 0 0 0 0 0 0
VERİ TABANI YÖNETİM SİSTEMLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
YAPAY SİNİR AĞLARI 0 0 0 0 0 0 0 0 0 0 0 0 0
PYTHON PROGRAMLAMA 0 0 0 0 0 0 0 0 0 0 0 0 0
OPTİMİZASYON TEKNİKLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
VERİ MADENCİLİĞİ 0 0 0 0 0 0 0 0 0 0 0 0 0
OLASILIKSAL MAKİNE ÖĞRENMESİ 0 0 0 0 0 0 0 0 0 0 0 0 0
SUMMER INTERNSHIP 0 0 0 0 0 0 0 0 0 0 0 0 0
SİBER GÜVENLİĞİ 0 0 0 0 0 0 0 0 0 0 0 0 0
BİTİRME PROJESİ 0 0 0 0 0 0 0 0 0 0 0 0 0
DİJİTAL DÖNÜŞÜM VE ENDÜSTRİ 4.0 0 0 0 0 0 0 0 0 0 0 0 0 0
NESNELERİN İNTERNETİ 0 0 0 0 0 0 0 0 0 0 0 0 0
BULUT BİLİŞİM 0 0 0 0 0 0 0 0 0 0 0 0 0
FOREIGN LANGUAGE I (ENG.) 0 0 0 0 0 0 0 0 0 0 0 0 0
FOREIGN LANGUAGE II (ENG.) 0 0 0 0 0 0 0 0 0 0 0 0 0
TOTAL 0 0 0 0 0 0 0 0 0 0 0 0 0

Course-Programme Outcome Relationship
Name of the Course Unit 1 2 3 4 5 6 7 8 9 10 11 T %
GERMAN I 0 0 0 0 0 0 0 0 0 0 0 0 0
GERMAN II 0 0 0 0 0 0 0 0 0 0 0 0 0
GERMAN III 0 0 0 0 0 0 0 0 0 0 0 0 0
GERMAN IV 0 0 0 0 0 0 0 0 0 0 0 0 0
BANKACILIKTA PAZARLAMA 0 0 0 0 0 0 0 0 0 0 0 0 0
FİNANSAL TABLOLAR 0 0 0 0 0 0 0 0 0 0 0 0 0
SİGORTA VE RİSK YÖNETİMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
BANKACILIKTA MÜŞTERİ İLİŞKİLERİ YÖNETİMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
BANKA VE SİGORTA MUHASEBESİ 0 0 0 0 0 0 0 0 0 0 0 0 0
DÜNYA EKONOMİSİNDE GÜNCEL SORUNLAR 0 0 0 0 0 0 0 0 0 0 0 0 0
İŞ VE SOSYAL GÜVENLİK HUKUKU 0 0 0 0 0 0 0 0 0 0 0 0 0
ÇALIŞMA İLİŞKİLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
STRATEJİK MALİYET VE YÖNETİM MUHASEBESİ 0 0 0 0 0 0 0 0 0 0 0 0 0
PLATFORM EKONOMİSİ 0 0 0 0 0 0 0 0 0 0 0 0 0
E-TİCARET VE PAZARLAMA 0 0 0 0 0 0 0 0 0 0 0 0 0
E-TİCARETTE REKLAM STRATEJİLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
VISUAL ANALYSIS AND MINIATURE ANALYSIS 0 0 0 0 0 0 0 0 0 0 0 0 0
TOPLU YEMEK SİSTEMLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
İKLİM DEĞİŞİKLİLİĞİ VE BİYOÇEŞİTLİLİK 0 0 0 0 0 0 0 0 0 0 0 0 0
DÜNYA MUTFAK KÜLTÜRLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
EKOLOJİK GASTRONOMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
NÜTRİSYONEL GENETİK 0 0 0 0 0 0 0 0 0 0 0 0 0
GASTROTURİZM 0 0 0 0 0 0 0 0 0 0 0 0 0
GASTRONOMİ VE SANAT 0 0 0 0 0 0 0 0 0 0 0 0 0
YEMEK VE KÜLTÜREL ANTROPOLOJİ 0 0 0 0 0 0 0 0 0 0 0 0 0
VEJATERYAN MUTFAĞI 0 0 0 0 0 0 0 0 0 0 0 0 0
SAĞLIKLI VE ÖZEL DİYETLER 0 0 0 0 0 0 0 0 0 0 0 0 0
OSMANLI YEMEK KÜLTÜRÜ 0 0 0 0 0 0 0 0 0 0 0 0 0
HAVA HUKUKU 0 0 0 0 0 0 0 0 0 0 0 0 0
EKİP KAYNAK YÖNETİMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
ULAŞTIRMA EKONOMİSİ 0 0 0 0 0 0 0 0 0 0 0 0 0
MODEL UÇAK YAPIMI 0 0 0 0 0 0 0 0 0 0 0 0 0
MÜLAKAT TEKNİKLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
HAVAYOLU GELİR YÖNETİMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
HAVACILIKTA MÜŞTERİ İLİŞKİLERİ YÖNETİMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
HAVAYOLU KURUMSAL İLİŞKİLER YÖNETİMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
HAVACILIKTA ÖRGÜT KÜLTÜRÜ AÇISINDAN YÖNETİM 0 0 0 0 0 0 0 0 0 0 0 0 0
KİŞİLERARASI İLETİŞİM 0 0 0 0 0 0 0 0 0 0 0 0 0
KRİZ YÖNETİMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
İTİBAR YÖNETİMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
MEDYA, KÜLTÜR VE TOPLUM 0 0 0 0 0 0 0 0 0 0 0 0 0
DAVRANIŞ BİLİMLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
POPÜLER KÜLTÜR 0 0 0 0 0 0 0 0 0 0 0 0 0
MANAGEMENT STRUCTURE OF TURKEY 0 0 0 0 0 0 0 0 0 0 0 0 0
NEW MANAGEMENT APPROACHES AND TOTAL QUALITY 0 0 0 0 0 0 0 0 0 0 0 0 0
ITALIAN I 0 0 0 0 0 0 0 0 0 0 0 0 0
ITALIAN II 0 0 0 0 0 0 0 0 0 0 0 0 0
ITALIAN III 0 0 0 0 0 0 0 0 0 0 0 0 0
ITALIAN IV 0 0 0 0 0 0 0 0 0 0 0 0 0
SOCIAL PSYCHOLOGY I 0 0 0 0 0 0 0 0 0 0 0 0 0
PSYCHOLOGY OF LEADERSHIP 0 0 0 0 0 0 0 0 0 0 0 0 0
TRAFFIC PSYCHOLOGY 0 0 0 0 0 0 0 0 0 0 0 0 0
ÖNYARGI VE ŞİDDET 0 0 0 0 0 0 0 0 0 0 0 0 0
FAMILY PSYCHOLOGY 0 0 0 0 0 0 0 0 0 0 0 0 0
RUSSIAN I 0 0 0 0 0 0 0 0 0 0 0 0 0
RUSSIAN II 0 0 0 0 0 0 0 0 0 0 0 0 0
RUSSIAN III 0 0 0 0 0 0 0 0 0 0 0 0 0
RUSSIAN IV 0 0 0 0 0 0 0 0 0 0 0 0 0
SOCIAL RESPONSIBILITY 0 0 0 0 0 0 0 0 0 0 0 0 0
SPANISH I 0 0 0 0 0 0 0 0 0 0 0 0 0
SPANISH II 0 0 0 0 0 0 0 0 0 0 0 0 0
SPANISH III 0 0 0 0 0 0 0 0 0 0 0 0 0
SPANISH IV 0 0 0 0 0 0 0 0 0 0 0 0 0
FIRST AID 0 0 0 0 0 0 0 0 0 0 0 0 0
SANAT VE ESTETİK 0 0 0 0 0 0 0 0 0 0 0 0 0
SİNEMA TARİHİ 0 0 0 0 0 0 0 0 0 0 0 0 0
TOPLUMSAL CİNSİYET VE MEDYA 0 0 0 0 0 0 0 0 0 0 0 0 0
GÖRSEL KÜLTÜR 0 0 0 0 0 0 0 0 0 0 0 0 0
DİJİTAL OKURYAZARLIK 0 0 0 0 0 0 0 0 0 0 0 0 0
SANAT TARİHİ 0 0 0 0 0 0 0 0 0 0 0 0 0
YARATICI YAZARLIK 0 0 0 0 0 0 0 0 0 0 0 0 0
İLERİ DÜZEY TELEVİZYON HABERCİLİĞİ VE SPİKERLİK 0 0 0 0 0 0 0 0 0 0 0 0 0
MEDYA PERFORMANSI VE EKRAN DİLİ 0 0 0 0 0 0 0 0 0 0 0 0 0
TOPLUMSAL BELLEK VE BELGESEL 0 0 0 0 0 0 0 0 0 0 0 0 0
SÜRDÜRÜLEBİLİR MEDYA 0 0 0 0 0 0 0 0 0 0 0 0 0
VİDEOGRAFİK ELEŞTİRİ 0 0 0 0 0 0 0 0 0 0 0 0 0
TÜRK SİNEMA TARİHİ 0 0 0 0 0 0 0 0 0 0 0 0 0
HISTORY OF CIVILIZATIONS I 0 0 0 0 0 0 0 0 0 0 0 0 0
HISTORY OF CIVILIZATIONS II 0 0 0 0 0 0 0 0 0 0 0 0 0
R İLE VERİ ANALİZİ 0 0 0 0 0 0 0 0 0 0 0 0 0
GÖRÜNTÜ İŞLEME 0 0 0 0 0 0 0 0 0 0 0 0 0
YAPAY ZEKA VE VERİ ETKİLEŞİMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
FİNANSAL VERİ ANALİZİ 0 0 0 0 0 0 0 0 0 0 0 0 0
GELİŞMİŞ REGRESYON YÖNTEMLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
İLERİ İSTATİSTİKSEL YÖNTEMLER 0 0 0 0 0 0 0 0 0 0 0 0 0
PYTHONDA VERİ BİLİMİ PROJELERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
VERİ TABANLI PAZARLAMA 0 0 0 0 0 0 0 0 0 0 0 0 0
DOĞAL DİL İŞLEME 0 0 0 0 0 0 0 0 0 0 0 0 0
FİNANSAL VERİ BİLİMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
DERİN ÖĞRENME UYGULAMALARI 0 0 0 0 0 0 0 0 0 0 0 0 0
İNOVASYON VE YENİLİK YÖNETİMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
ROBOTİK PROGRAMLAMA 0 0 0 0 0 0 0 0 0 0 0 0 0
MOBİL UYGULAMA GELİŞTİRME 0 0 0 0 0 0 0 0 0 0 0 0 0
VERİ GÜVENLİĞİ VE GİZLİLİK YÖNTEMLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
ETİK VE YAPAY ZEKA 0 0 0 0 0 0 0 0 0 0 0 0 0
ÇOK BOYUTLU VERİ ANALİZİ 0 0 0 0 0 0 0 0 0 0 0 0 0
DERİN ÖĞRENME 0 0 0 0 0 0 0 0 0 0 0 0 0
KARAR DESTEK SİSTEMLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
VERİ BİLİMİ HUKUKU 0 0 0 0 0 0 0 0 0 0 0 0 0
İŞ ZEKASI 0 0 0 0 0 0 0 0 0 0 0 0 0
STRATEJİK KARAR VERME 0 0 0 0 0 0 0 0 0 0 0 0 0
GİRİŞİMCİLİK VE İNOVASYON 0 0 0 0 0 0 0 0 0 0 0 0 0
VERİ GAZETECİLİĞİ VE GÖRSELLEŞTİRME 0 0 0 0 0 0 0 0 0 0 0 0 0
YAPAY ZEKA ETİĞİ VE TOPLUM 0 0 0 0 0 0 0 0 0 0 0 0 0
TOPLUMSAL CİNSİYET SOSYOLOJİSİ VE KİMLİK 0 0 0 0 0 0 0 0 0 0 0 0 0
PLATFORM EKONOMİSİ VE YENİ MEDYA 0 0 0 0 0 0 0 0 0 0 0 0 0
DİLBİLİM VE İLETİŞİM 0 0 0 0 0 0 0 0 0 0 0 0 0
MEDYA, TOPLUM VE SİYASET 0 0 0 0 0 0 0 0 0 0 0 0 0
ULUSLARARASI İLETİŞİM 0 0 0 0 0 0 0 0 0 0 0 0 0
KURUMSAL İLETİŞİM YÖNTEMLERİ 0 0 0 0 0 0 0 0 0 0 0 0 0
DİJİTAL PAZARLAMA 0 0 0 0 0 0 0 0 0 0 0 0 0
BİLİŞİMDE İLETİŞİM 0 0 0 0 0 0 0 0 0 0 0 0 0
SÜRDÜRÜLEBİLİR KALKINMA 0 0 0 0 0 0 0 0 0 0 0 0 0
BİLİŞİMDE MÜŞTERİ İLİŞKİLERİ YÖNETİMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
BİLİŞİM VE MARKA YÖNETİMİ 0 0 0 0 0 0 0 0 0 0 0 0 0
GÜNCEL EKONOMİK SORUNLAR 0 0 0 0 0 0 0 0 0 0 0 0 0
MULTIDISCIPLINARY PROJECT 0 0 0 0 0 0 0 0 0 0 0 0 0
FOOD WORKSHOP APPLICATIONS 0 0 0 0 0 0 0 0 0 0 0 0 0
THINKING MATHEMATICALLY 0 0 0 0 0 0 0 0 0 0 0 0 0
TOTAL 0 0 0 0 0 0 0 0 0 0 0 0 0