Akdeniz ve Güneydoğu Avrupa Ülkeleri Çalışmaları Uygulama ve Araştırma Merkezi
Turizm Çalışmaları Uygulama ve Araştırma Merkezi
Karşılaştırmalı Hukuk Uygulama ve Araştırma Merkezi
Ağız ve Diş Sağlığı Uygulama ve Araştırma Merkezi
Psikolojik Danışma ve Rehberlik Uygulama ve Araştırma Merkezi
Veri Bilimi (Tezsiz-İngilizce) |
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Semester -1 |
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|
|
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|
Code |
Course |
Academic |
Practical |
Credit |
ECTS |
DS 70X |
Mandatory Course |
3 |
0 |
3 |
6 |
DS 70X |
Mandatory Course |
3 |
0 |
3 |
6 |
MCSE 7XX |
Elective Course |
3 |
0 |
3 |
6 |
MCSE 7XX |
Elective Course |
3 |
0 |
3 |
6 |
MCSE 7XX |
Elective Course |
3 |
0 |
3 |
6 |
TOPLAM |
|
|
15 |
30 |
|
|
|
|
|
|
|
|
Semester - 2 |
|
|
|
|
|
Code |
Course |
Academic |
Practical |
Credit |
ECTS |
DS 70X |
Mandatory Course |
3 |
0 |
3 |
6 |
LUE 701 |
Scientific Research Techniques and Ethics |
4 |
0 |
4 |
6 |
MCSE 7XX |
Elective Course |
3 |
0 |
3 |
6 |
MCSE 7XX |
Elective Course |
3 |
0 |
3 |
6 |
MCSE 7XX |
Elective Course |
3 |
0 |
3 |
6 |
TOPLAM |
|
|
16 |
30 |
|
Semester - 3 |
|
|
|
|
|
Code |
Course |
Academic |
Practical |
Credit |
ECTS |
DS 790 |
Graduation Project |
0 |
2 |
1 |
30 |
TOPLAM |
|
|
1 |
30 |
|
|
|
|
|
|
|
|
DS 70X Zorunlu Ders Havuzu |
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Code |
Course |
Academic |
Practical |
Credit |
ECTS |
DS 701 |
Introduction to Data Science |
3 |
0 |
3 |
6 |
DS 702 |
Applied Statistics for Data Science |
3 |
0 |
3 |
6 |
DS 703 |
Machine Learning |
3 |
0 |
3 |
6 |
|
|
|
|
|
|
|
MCSE 7XX Seçmeli Ders Havuzu |
|||||
Code |
Course |
Academic |
Practical |
Credit |
ECTS |
DS 704 |
Exploratory Data Analysis and Visualization |
3 |
0 |
3 |
6 |
DS 705 |
Deep Learning |
3 |
0 |
3 |
6 |
DS 706 |
Machine Learning for Natural Language Processing |
3 |
0 |
3 |
6 |
DS 707 |
Fairness, Transparency and Privacy in Artificial Intelligence |
3 |
0 |
3 |
6 |
DS 708 |
Network Science |
3 |
0 |
3 |
6 |
DS 709 |
Optimization |
3 |
0 |
3 |
6 |
DS 711 |
Fundamental Algorithms |
3 |
0 |
3 |
6 |
DS 712 |
Business Analytics |
3 |
0 |
3 |
6 |
DS 713 |
Big Data Engineering |
3 |
0 |
3 |
6 |
ECE 731 |
Digital Image Processing |
3 |
0 |
3 |
6 |
ECE 732 |
Biometrics |
3 |
0 |
3 |
6 |
ECE 737 |
Advanced Database Systems |
3 |
0 |
3 |
6 |
ECE 747 |
Advanced Machine Learning |
3 |
0 |
3 |
6 |
ECE 748 |
Convolutional Neural Networks for Visual Recognition |
3 |
0 |
3 |
6 |
ECE 749 |
Advanced Data Science |
3 |
0 |
3 |
6 |
ECE 752 |
Advanced Artificial Intelligence |
3 |
0 |
3 |
6 |
ECE 751 |
Introduction to Computational Biology |
3 |
0 |
3 |
6 |
ECE 759 |
Cloud Computing |
3 |
0 |
3 |
6 |
ECE 761 |
Advanced Computer Networks |
3 |
0 |
3 |
6 |
ECE 773 |
Wireless Communications |
3 |
0 |
3 |
6 |
ECE 774 |
Advanced 5G and Beyond Technologies |
3 |
0 |
3 |
6 |
ECE 776 |
Advanced Dijital Communications |
3 |
0 |
3 |
6 |
ECE 778 |
Wireless Security |
3 |
0 |
3 |
6 |
ECE 782 |
Web Mining |
3 |
0 |
3 |
6 |
ECE 786 |
Graph Theory and Algorithms |
3 |
0 |
3 |
6 |
LUE 703 |
Engineering Mathematics |
3 |
0 |
3 |
6 |
MSCS 711 |
Computer Security |
3 |
0 |
3 |
6 |
MSCS 712 |
Network Security |
3 |
0 |
3 |
6 |
MSCS 713 |
Cryptology |
3 |
0 |
3 |
6 |
MSCS 714 |
Data Privacy Seminar |
3 |
0 |
3 |
6 |
MSCS 715 |
Coding Theory |
3 |
0 |
3 |
6 |
MSCS 716 |
Ethical Hacking |
3 |
0 |
3 |
6 |
