Veri Bilimi (Tezsiz-İngilizce) |
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Semester -1 |
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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 |
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|
|
|
|
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 |
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|
|
|
|
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 |
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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 |
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