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| Academic | Vocational Schools | Vocational School | Programs | Artificial Intelligence Operations|
2025-2026 Eğitim-Öğretim yılında faaliyetlerine başlayan Haliç Üniversitesi Yapay Zeka Operatörlüğü Programı, öğrencilere iki yıllık eğitim süresince hem temel bilgisayar bilimleri altyapısını hem de güncel yapay zeka teknolojilerine yönelik uygulamalı yetkinlikleri kazandırmayı amaçlamaktadır.
Program kapsamında; programlama temelleri, veri yapıları, algoritma mantığı, makine öğrenmesi ve derin öğrenme prensipleri ile veri toplama, işleme ve görselleştirme teknikleri bütüncül bir yaklaşımla ele alınmaktadır. Büyük veri yönetimi ve bulut tabanlı işlem süreçleri, öğrencilerin ilgi ve kariyer hedeflerine göre seçmeli dersler aracılığıyla derinleştirilmektedir; ağ güvenliği ve siber güvenliğe giriş konuları da aynı çerçevede desteklenmektedir.
Öğrencilerimiz; yaygın programlama ve veri analiz dillerini etkin biçimde kullanmayı öğrenmekte, veri tabanı yönetimi ve sürüm kontrol araçlarıyla çalışma becerisi kazanmaktadır. Robotik uygulamalar, sensör teknolojileri, akıllı sistemler ve endüstriyel otomasyon çözümleri, ilgili seçmeli dersler ve atölye çalışmalarıyla gerçek endüstri senaryolarına aktarılmaktadır.
Yapay Zeka Proje Yönetimi ve Bitirme Projesi gibi proje tabanlı dersler, yapay zeka destekli uygulama geliştirme, model eğitimi, sistem entegrasyonu, performans izleme ve hata ayıklama gibi pratik becerilerin pekiştirilmesini sağlar. Tüm bu teknik ve uygulamalı bileşenler; etik sorumluluk, takım çalışması, mesleki iletişim ve proje yönetimi eğitimleriyle desteklenmekte, bu alanlar zorunlu ve seçmeli dersler yoluyla bütüncül biçimde öğrencilere kazandırılmaktadır. Program, mezunlarını doğrudan iş yaşamına katılabilecek ve isteğe bağlı olarak lisans tamamlama süreçlerine geçiş yapabilecek donanımla yetiştirmektedir.
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| The Artificial Intelligence Operations Program was established within Haliç University Vocational School for the 2025-2026 academic year and provides instruction at the in-person (formal education) level. The language of instruction is Turkish. |
| Students who successfully complete all program requirements will be awarded an Associate Degree diploma in Artificial Intelligence Operations at the end of the fourth semester. |
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High school degree Having been placed through national student selection and placement exams (with a TYT score) For international students: having applied directly to the university and been accepted; assessment by the university in accordance with publicly available national and institutional regulations specified on the university’s website. |
| Graduates may continue into the following bachelor’s degree programs via the Vertical Transfer Examination (DGS): Computer Science; Computer Engineering; Computer and Instructional Technology Teaching; Information Systems Engineering; Information Systems and Technologies; Statistics; Statistics and Computer Science; Mathematics and Computer Science; Software Engineering; and Management Information Systems. |
| Ders Kodu | Ders Adı | T+U+L | AKTS | Ders Türü |
|---|---|---|---|---|
| BVA1001 | Data Science | 3+0+0 | 3 | Compulsory |
| HLÜ0120 | Occupational Health and Safety | 2+0+0 | 2 | Compulsory |
| MYO0011 | Vocational Mathematics I | 3+0+0 | 3 | Compulsory |
| MYO1000 | Engineering Science | 3+0+0 | 3 | Compulsory |
| OZD0107 | Turkish Language | 4+0+0 | 4 | Compulsory |
| OZD0109 | English | 6+0+0 | 6 | Compulsory |
| YZO1001 | Introduction to Programming with Python | 2+2+0 | 3 | Compulsory |
| ADS1XX1 | Non-Area Elective | - | 3 | Elective |
| HLÜ0010 | Scientific Research Methods | 1+2+0 | 3 | Elective |
| HLÜ0020 | Professional Ethics | 2+0+0 | 3 | Elective |
| HLÜ0130 | Entrepreneurship | 3+0+0 | 3 | Elective |
| HLÜ0140 | Social Life | 3+0+0 | 3 | Elective |
| HLÜ0150 | Film Readings | 3+0+0 | 3 | Elective |
| HLÜ0160 | Political History | 3+0+0 | 3 | Elective |
| HLÜ0270 | Management and Human Relations in Organizations | 3+0+0 | 3 | Elective |
| MYO0130 | Vocational English for Vocational Schools | 3+0+0 | 3 | Elective |
| MYO0500 | Gender in Working Life | 3+0+0 | 3 | Elective |
| MYO0510 | Diction and Effective Speaking | 2+0+0 | 3 | Elective |
| MYO0520 | World Cuisines | 2+0+0 | 3 | Elective |
| MYO0530 | Visual Perception and Aesthetics | 2+0+0 | 3 | Elective |
| MYO0540 | Sign Language | 2+0+0 | 3 | Elective |
| MYO0550 | Sectoral Publishing and Media | 3+0+0 | 3 | Elective |
| MYO0560 | Brand Management | 2+0+0 | 3 | Elective |
| MYO0570 | Project Management | 2+0+0 | 3 | Elective |
| MYO0580 | City and Culture | 2+0+0 | 3 | Elective |
| MYO0590 | Mathematical Literacy and Basic Numeracy Skills | 1+3+0 | 3 | Elective |
| MYO0600 | Marketing | 3+0+0 | 3 | Elective |
| MYO0610 | E-Commerce | 3+0+0 | 3 | Elective |
| MYO0620 | Contemporary Art and Critical Perspectives | 2+0+0 | 3 | Elective |
| MYO0630 | Introduction to Psychology | 2+0+0 | 3 | Elective |
| MYO0640 | First Aid | 2+0+0 | 3 | Elective |
| MYO0650 | Effective Communication and Etiquette | 2+0+0 | 3 | Elective |
| MYO0660 | Digital Storytelling | 2+0+0 | 3 | Elective |
| MYO0670 | World Culinary Cultures | 2+0+0 | 3 | Elective |
| MYO0680 | Introduction to Theatre | 2+0+0 | 3 | Elective |
| MYO0690 | Art Therapy and Creativity | 2+0+0 | 3 | Elective |
| MYO0700 | Behavioral Economics | 2+0+0 | 3 | Elective |
| MYO0710 | Historical Structures and Their Characteristics | 2+0+0 | 3 | Elective |
| MYO0720 | Behavioral Sciences | 3+0+0 | 3 | Elective |
| MYO0730 | Industrial Physiotherapy | 2+0+0 | 3 | Elective |
| MYO0740 | Community-Based Education and Social Responsibility | 2+0+0 | 3 | Elective |
| MYO0750 | Traditional Children's Games | 2+0+0 | 3 | Elective |
| MYO0760 | Digital Literacy | 2+0+0 | 3 | Elective |
| MYO0770 | Introduction to Political Science | 3+0+0 | 3 | Elective |
| MYO0780 | Globalization and Migration | 3+0+0 | 3 | Elective |
| MYO0790 | Democracy and Human Rights | 3+0+0 | 3 | Elective |
| MYO0800 | Artificial Intelligence and Society | 3+0+0 | 3 | Elective |
| MYO0810 | Work and Society | 3+0+0 | 3 | Elective |
| AİS1XX1 | Area Elective | - | 3 | Elective |
| BBO2100 | Linux Operating Systems Administration | 3+0+0 | 3 | Elective |
| BB02001 | Data Security | 3+0+0 | 3 | Elective |
| BGT1002 | Computer Network Systems | 3+1+0 | 3 | Elective |
| BGT1110 | Introduction to Artificial Intelligence | 3+0+0 | 3 | Elective |
| BGT1120 | Computer Networks | 3+0+0 | 3 | Elective |
| BGT1130 | Content Management Systems | 3+0+0 | 3 | Elective |
| BGT1140 | Introduction to Cybersecurity through Applications | 3+0+0 | 3 | Elective |
| BGT1150 | Internet Programming I | 3+0+0 | 3 | Elective |
| BGT1160 | Introduction to Android Programming | 3+0+0 | 3 | Elective |
| BGT1170 | Cloud Computing | 3+0+0 | 3 | Elective |
| BGT1180 | Industrial Data Communication Protocols | 3+0+0 | 3 | Elective |
| BGT1190 | Software Verification and Validation | 3+0+0 | 3 | Elective |
| BGT1210 | Mobile Programming | 3+0+0 | 3 | Elective |
| BGT1220 | Web-Based Instructional Design and Applications | 3+0+0 | 3 | Elective |
| BGT1240 | Internet of Things | 3+0+0 | 3 | Elective |
| BGT2150 | Internet Programming II | 3+0+0 | 3 | Elective |
| BPP1002 | Data Structures and Programming | 3+0+0 | 3 | Elective |
| BPP1120 | Software Fundamentals | 3+0+0 | 3 | Elective |
| BPP1130 | Image Processing | 3+0+0 | 3 | Elective |
| BPP1140 | Parallel and Distributed Programming | 3+0+0 | 3 | Elective |
| BPP1150 | Software Development | 3+0+0 | 3 | Elective |
| BPP1160 | Data Warehousing and Data Mining | 3+0+0 | 3 | Elective |
| BPP1170 | Robotic Modeling and Control | 3+0+0 | 3 | Elective |
| BPP1180 | Advanced Computer Programming Applications | 3+0+0 | 3 | Elective |
| BPP1190 | Systems Analysis and Design | 3+0+0 | 3 | Elective |
| BPP1200 | Game Programming | 3+0+0 | 3 | Elective |
| BPP1210 | Software Development Techniques | 3+0+0 | 3 | Elective |
| BTP1110 | Linear Algebra | 3+0+0 | 3 | Elective |
| BTP1120 | Introduction to Computer-Aided Design | 3+0+0 | 3 | Elective |
| BTP1130 | Algorithms | 3+0+0 | 3 | Elective |
| BTP1140 | Special Topics in Database Systems | 3+0+0 | 3 | Elective |
| BTP1150 | Programmable Controllers | 3+0+0 | 3 | Elective |
| BTP1160 | Microcontrollers | 3+0+0 | 3 | Elective |
| BTP1170 | Discrete Mathematics | 3+0+0 | 3 | Elective |
| BTP1180 | Fundamentals of Programming with MATLAB | 3+0+0 | 3 | Elective |
| BTP1190 | Microprocessors | 3+0+0 | 3 | Elective |
| BTP1200 | Human-Computer Interaction | 3+0+0 | 3 | Elective |
| BTP1210 | Database Design and Management II | 3+0+0 | 3 | Elective |
| BTP1220 | Advanced Computer Programming | 3+0+0 | 3 | Elective |
| BVA1100 | Big Data Privacy and Security | 3+0+0 | 3 | Elective |
| BVA1130 | Probability and Statistics | 3+0+0 | 3 | Elective |
| BVA2003 | Cloud Computing for Big Data | 3+0+0 | 3 | Elective |
| BVA2140 | Business Intelligence Tools and Applications | 3+0+0 | 3 | Elective |
| BVA2160 | Social Media and Network Analytics | 3+0+0 | 3 | Elective |
| BVA2180 | Data Acquisition and Validation | 3+0+0 | 3 | Elective |
| ELN1110 | Business Management/Quality Assurance and Standards | 3+0+0 | 3 | Elective |
| KBU1001 | Business Process Management and Analysis | 3+0+0 | 3 | Elective |
| KBU1010 | Cloud Technologies in Corporate Information Systems | 3+0+0 | 3 | Elective |
| KBU1120 | Digital Transformation in Corporate Management | 3+0+0 | 3 | Elective |
| MYO0170 | Sectoral Artificial Intelligence Applications | 3+0+0 | 3 | Elective |
| OGP2100 | UX/UI Design and Web Accessibility | 3+0+0 | 3 | Elective |
| OGP2110 | Motivation and Communication Techniques | 3+0+0 | 3 | Elective |
| OGP2120 | Gamification | 3+0+0 | 3 | Elective |
| OGP2130 | Mobile Game Development | 3+0+0 | 3 | Elective |
| OGP2140 | Sound Design | 3+0+0 | 3 | Elective |
| OGP2150 | Game Marketing and Distribution | 3+0+0 | 3 | Elective |
| OGP2160 | AR/VR Game Development | 3+0+0 | 3 | Elective |
| OGP2170 | Color Theory | 3+0+0 | 3 | Elective |
| OGP2210 | Game Security and Open Testing | 3+0+0 | 3 | Elective |
| OGP2230 | Artificial Intelligence and Intelligent Systems in Games | 3+0+0 | 3 | Elective |
| OGP2240 | AI-Assisted Game Design and Production | 3+0+0 | 3 | Elective |
| RYZ1010 | Robotic Systems | 3+0+0 | 3 | Elective |
| RYZ2001 | Deep Learning | 3+0+0 | 3 | Elective |
| RYZ2100 | Industrial Automation | 3+0+0 | 3 | Elective |
| SGP1001 | Introduction to Cybersecurity | 3+0+0 | 3 | Elective |
| SGP1100 | Database Applications and Security | 3+0+0 | 3 | Elective |
| SGP1120 | Fundamentals of Information and Network Technologies | 3+0+0 | 3 | Elective |
| SGP1130 | Mobile Technologies and Security | 3+0+0 | 3 | Elective |
| SGP1140 | Next-Generation Technologies | 3+0+0 | 3 | Elective |
| SGP1150 | Malware Analysis and Detection | 3+0+0 | 3 | Elective |
| SGP1160 | Cybersecurity Management | 3+0+0 | 3 | Elective |
| SGP1170 | Information Security | 3+0+0 | 3 | Elective |
| SGP1180 | Secure Decision Support Systems | 3+0+0 | 3 | Elective |
| SGP1190 | Introduction to Cryptography and Algorithms | 3+0+0 | 3 | Elective |
| SGP2005 | Cyber Incident Management | 3+0+0 | 3 | Elective |
| YZO1100 | Computer Hardware and System Software | 3+0+0 | 3 | Elective |
| YZO1110 | Social Network Analysis | 3+0+0 | 3 | Elective |
| YZO1120 | Software Design and Architecture | 3+0+0 | 3 | Elective |
| YZO1130 | Database Management Systems | 3+0+0 | 3 | Elective |
| YZO2100 | Image and Audio Processing | 3+0+0 | 3 | Elective |
| Ders Kodu | Ders Adı | T+U+L | AKTS | Ders Türü |
|---|---|---|---|---|
| BGT1250 | Introduction to Machine Learning | 3+0+0 | 3 | Compulsory |
| BTP1002 | Database Design and Management | 2+2+0 | 3 | Compulsory |
| HLÜ0110 | Fundamentals of Information Technologies | 3+0+0 | 3 | Compulsory |
| MYO0012 | Vocational Mathematics II | 3+0+0 | 3 | Compulsory |
| OZD0108 | Atatürk's Principles and History of Turkish Revolution | 4+0+0 | 4 | Compulsory |
| OZD0130 | Career Planning | 2+0+0 | 2 | Compulsory |
| ADS1XX2 | Non-Area Elective | - | 3 | Elective |
| HLÜ0010 | Scientific Research Methods | 1+2+0 | 3 | Elective |
| HLÜ0020 | Professional Ethics | 2+0+0 | 3 | Elective |
| HLÜ0130 | Entrepreneurship | 3+0+0 | 3 | Elective |
| HLÜ0140 | Social Life | 3+0+0 | 3 | Elective |
| HLÜ0150 | Film Readings | 3+0+0 | 3 | Elective |
| HLÜ0160 | Political History | 3+0+0 | 3 | Elective |
| HLÜ0270 | Management and Human Relations in Organizations | 3+0+0 | 3 | Elective |
| MYO0130 | Vocational English for Vocational Schools | 3+0+0 | 3 | Elective |
| MYO0500 | Gender in Working Life | 3+0+0 | 3 | Elective |
| MYO0510 | Diction and Effective Speaking | 2+0+0 | 3 | Elective |
| MYO0520 | World Cuisines | 2+0+0 | 3 | Elective |
| MYO0530 | Visual Perception and Aesthetics | 2+0+0 | 3 | Elective |
| MYO0540 | Sign Language | 2+0+0 | 3 | Elective |
| MYO0550 | Sectoral Publishing and Media | 3+0+0 | 3 | Elective |
| MYO0560 | Brand Management | 2+0+0 | 3 | Elective |
| MYO0570 | Project Management | 2+0+0 | 3 | Elective |
| MYO0580 | City and Culture | 2+0+0 | 3 | Elective |
| MYO0590 | Mathematical Literacy and Basic Numeracy Skills | 1+3+0 | 3 | Elective |
| MYO0600 | Marketing | 3+0+0 | 3 | Elective |
| MYO0610 | E-Commerce | 3+0+0 | 3 | Elective |
| MYO0620 | Contemporary Art and Critical Perspectives | 2+0+0 | 3 | Elective |
| MYO0630 | Introduction to Psychology | 2+0+0 | 3 | Elective |
| MYO0640 | First Aid | 2+0+0 | 3 | Elective |
| MYO0650 | Effective Communication and Etiquette | 2+0+0 | 3 | Elective |
| MYO0660 | Digital Storytelling | 2+0+0 | 3 | Elective |
| MYO0670 | World Culinary Cultures | 2+0+0 | 3 | Elective |
| MYO0680 | Introduction to Theatre | 2+0+0 | 3 | Elective |
| MYO0690 | Art Therapy and Creativity | 2+0+0 | 3 | Elective |
| MYO0700 | Behavioral Economics | 2+0+0 | 3 | Elective |
| MYO0710 | Historical Structures and Their Characteristics | 2+0+0 | 3 | Elective |
| MYO0720 | Behavioral Sciences | 3+0+0 | 3 | Elective |
| MYO0730 | Industrial Physiotherapy | 2+0+0 | 3 | Elective |
| MYO0740 | Community-Based Education and Social Responsibility | 2+0+0 | 3 | Elective |
| MYO0750 | Traditional Children's Games | 2+0+0 | 3 | Elective |
| MYO0760 | Digital Literacy | 2+0+0 | 3 | Elective |
| MYO0770 | Introduction to Political Science | 3+0+0 | 3 | Elective |
| MYO0780 | Globalization and Migration | 3+0+0 | 3 | Elective |
| MYO0790 | Democracy and Human Rights | 3+0+0 | 3 | Elective |
| MYO0800 | Artificial Intelligence and Society | 3+0+0 | 3 | Elective |
| MYO0810 | Work and Society | 3+0+0 | 3 | Elective |
| AİS1XX2 | Area Elective (3 Courses) | - | 9 | Elective |
| BBO2100 | Linux Operating Systems Administration | 3+0+0 | 3 | Elective |
| BB02001 | Data Security | 3+0+0 | 3 | Elective |
| BGT1002 | Computer Network Systems | 3+1+0 | 3 | Elective |
| BGT1110 | Introduction to Artificial Intelligence | 3+0+0 | 3 | Elective |
| BGT1120 | Computer Networks | 3+0+0 | 3 | Elective |
| BGT1130 | Content Management Systems | 3+0+0 | 3 | Elective |
| BGT1140 | Introduction to Cybersecurity through Applications | 3+0+0 | 3 | Elective |
| BGT1150 | Internet Programming I | 3+0+0 | 3 | Elective |
| BGT1160 | Introduction to Android Programming | 3+0+0 | 3 | Elective |
| BGT1170 | Cloud Computing | 3+0+0 | 3 | Elective |
| BGT1180 | Industrial Data Communication Protocols | 3+0+0 | 3 | Elective |
| BGT1190 | Software Verification and Validation | 3+0+0 | 3 | Elective |
| BGT1210 | Mobile Programming | 3+0+0 | 3 | Elective |
| BGT1220 | Web-Based Instructional Design and Applications | 3+0+0 | 3 | Elective |
| BGT1240 | Internet of Things | 3+0+0 | 3 | Elective |
| BGT2150 | Internet Programming II | 3+0+0 | 3 | Elective |
| BPP1002 | Data Structures and Programming | 3+0+0 | 3 | Elective |
| BPP1120 | Software Fundamentals | 3+0+0 | 3 | Elective |
| BPP1130 | Image Processing | 3+0+0 | 3 | Elective |
| BPP1140 | Parallel and Distributed Programming | 3+0+0 | 3 | Elective |
| BPP1150 | Software Development | 3+0+0 | 3 | Elective |
| BPP1160 | Data Warehousing and Data Mining | 3+0+0 | 3 | Elective |
| BPP1170 | Robotic Modeling and Control | 3+0+0 | 3 | Elective |
| BPP1180 | Advanced Computer Programming Applications | 3+0+0 | 3 | Elective |
| BPP1190 | Systems Analysis and Design | 3+0+0 | 3 | Elective |
| BPP1200 | Game Programming | 3+0+0 | 3 | Elective |
| BPP1210 | Software Development Techniques | 3+0+0 | 3 | Elective |
| BTP1110 | Linear Algebra | 3+0+0 | 3 | Elective |
| BTP1120 | Introduction to Computer-Aided Design | 3+0+0 | 3 | Elective |
| BTP1130 | Algorithms | 3+0+0 | 3 | Elective |
| BTP1140 | Special Topics in Database Systems | 3+0+0 | 3 | Elective |
| BTP1150 | Programmable Controllers | 3+0+0 | 3 | Elective |
| BTP1160 | Microcontrollers | 3+0+0 | 3 | Elective |
| BTP1170 | Discrete Mathematics | 3+0+0 | 3 | Elective |
| BTP1180 | Fundamentals of Programming with MATLAB | 3+0+0 | 3 | Elective |
| BTP1190 | Microprocessors | 3+0+0 | 3 | Elective |
| BTP1200 | Human-Computer Interaction | 3+0+0 | 3 | Elective |
| BTP1210 | Database Design and Management II | 3+0+0 | 3 | Elective |
| BTP1220 | Advanced Computer Programming | 3+0+0 | 3 | Elective |
| BVA1100 | Big Data Privacy and Security | 3+0+0 | 3 | Elective |
| BVA1130 | Probability and Statistics | 3+0+0 | 3 | Elective |
| BVA2003 | Cloud Computing for Big Data | 3+0+0 | 3 | Elective |
| BVA2140 | Business Intelligence Tools and Applications | 3+0+0 | 3 | Elective |
| BVA2160 | Social Media and Network Analytics | 3+0+0 | 3 | Elective |
| BVA2180 | Data Acquisition and Validation | 3+0+0 | 3 | Elective |
| ELN1110 | Business Management/Quality Assurance and Standards | 3+0+0 | 3 | Elective |
| KBU1001 | Business Process Management and Analysis | 3+0+0 | 3 | Elective |
| KBU1010 | Cloud Technologies in Corporate Information Systems | 3+0+0 | 3 | Elective |
| KBU1120 | Digital Transformation in Corporate Management | 3+0+0 | 3 | Elective |
| MYO0170 | Sectoral Artificial Intelligence Applications | 3+0+0 | 3 | Elective |
| OGP2100 | UX/UI Design and Web Accessibility | 3+0+0 | 3 | Elective |
| OGP2110 | Motivation and Communication Techniques | 3+0+0 | 3 | Elective |
| OGP2120 | Gamification | 3+0+0 | 3 | Elective |
| OGP2130 | Mobile Game Development | 3+0+0 | 3 | Elective |
| OGP2140 | Sound Design | 3+0+0 | 3 | Elective |
| OGP2150 | Game Marketing and Distribution | 3+0+0 | 3 | Elective |
| OGP2160 | AR/VR Game Development | 3+0+0 | 3 | Elective |
| OGP2170 | Color Theory | 3+0+0 | 3 | Elective |
| OGP2210 | Game Security and Open Testing | 3+0+0 | 3 | Elective |
| OGP2230 | Artificial Intelligence and Intelligent Systems in Games | 3+0+0 | 3 | Elective |
| OGP2240 | AI-Assisted Game Design and Production | 3+0+0 | 3 | Elective |
| RYZ1010 | Robotic Systems | 3+0+0 | 3 | Elective |
| RYZ2001 | Deep Learning | 3+0+0 | 3 | Elective |
| RYZ2100 | Industrial Automation | 3+0+0 | 3 | Elective |
| SGP1001 | Introduction to Cybersecurity | 3+0+0 | 3 | Elective |
| SGP1100 | Database Applications and Security | 3+0+0 | 3 | Elective |
| SGP1120 | Fundamentals of Information and Network Technologies | 3+0+0 | 3 | Elective |
| SGP1130 | Mobile Technologies and Security | 3+0+0 | 3 | Elective |
| SGP1140 | Next-Generation Technologies | 3+0+0 | 3 | Elective |
| SGP1150 | Malware Analysis and Detection | 3+0+0 | 3 | Elective |
| SGP1160 | Cybersecurity Management | 3+0+0 | 3 | Elective |
| SGP1170 | Information Security | 3+0+0 | 3 | Elective |
| SGP1180 | Secure Decision Support Systems | 3+0+0 | 3 | Elective |
| SGP1190 | Introduction to Cryptography and Algorithms | 3+0+0 | 3 | Elective |
| SGP2005 | Cyber Incident Management | 3+0+0 | 3 | Elective |
| YZO1100 | Computer Hardware and System Software | 3+0+0 | 3 | Elective |
| YZO1110 | Social Network Analysis | 3+0+0 | 3 | Elective |
| YZO1120 | Software Design and Architecture | 3+0+0 | 3 | Elective |
| YZO1130 | Database Management Systems | 3+0+0 | 3 | Elective |
| YZO2100 | Image and Audio Processing | 3+0+0 | 3 | Elective |
| Ders Kodu | Ders Adı | T+U+L | AKTS | Ders Türü |
|---|---|---|---|---|
| BPP2001 | Object-Oriented Programming | 2+2+0 | 3 | Compulsory |
| MYO2000 | Graduation Project | 0+4+0 | 6 | Compulsory |
| SGP1002 | Secure Software Development | 2+2+0 | 3 | Compulsory |
| YZO2003 | Artificial Intelligence Project Management | 2+2+0 | 3 | Compulsory |
| YZO2005 | Application Development with Artificial Intelligence | 3+0+0 | 3 | Compulsory |
| AİS2XX1 | Area Elective (4 Courses) | - | 12 | Elective |
| BBO2100 | Linux Operating Systems Administration | 3+0+0 | 3 | Elective |
| BB02001 | Data Security | 3+0+0 | 3 | Elective |
| BGT1002 | Computer Network Systems | 3+1+0 | 3 | Elective |
| BGT1110 | Introduction to Artificial Intelligence | 3+0+0 | 3 | Elective |
| BGT1120 | Computer Networks | 3+0+0 | 3 | Elective |
| BGT1130 | Content Management Systems | 3+0+0 | 3 | Elective |
| BGT1140 | Introduction to Cybersecurity through Applications | 3+0+0 | 3 | Elective |
| BGT1150 | Internet Programming I | 3+0+0 | 3 | Elective |
| BGT1160 | Introduction to Android Programming | 3+0+0 | 3 | Elective |
| BGT1170 | Cloud Computing | 3+0+0 | 3 | Elective |
| BGT1180 | Industrial Data Communication Protocols | 3+0+0 | 3 | Elective |
| BGT1190 | Software Verification and Validation | 3+0+0 | 3 | Elective |
| BGT1210 | Mobile Programming | 3+0+0 | 3 | Elective |
| BGT1220 | Web-Based Instructional Design and Applications | 3+0+0 | 3 | Elective |
| BGT1240 | Internet of Things | 3+0+0 | 3 | Elective |
| BGT2150 | Internet Programming II | 3+0+0 | 3 | Elective |
| BPP1002 | Data Structures and Programming | 3+0+0 | 3 | Elective |
| BPP1120 | Software Fundamentals | 3+0+0 | 3 | Elective |
| BPP1130 | Image Processing | 3+0+0 | 3 | Elective |
| BPP1140 | Parallel and Distributed Programming | 3+0+0 | 3 | Elective |
| BPP1150 | Software Development | 3+0+0 | 3 | Elective |
| BPP1160 | Data Warehousing and Data Mining | 3+0+0 | 3 | Elective |
| BPP1170 | Robotic Modeling and Control | 3+0+0 | 3 | Elective |
| BPP1180 | Advanced Computer Programming Applications | 3+0+0 | 3 | Elective |
| BPP1190 | Systems Analysis and Design | 3+0+0 | 3 | Elective |
| BPP1200 | Game Programming | 3+0+0 | 3 | Elective |
| BPP1210 | Software Development Techniques | 3+0+0 | 3 | Elective |
| BTP1110 | Linear Algebra | 3+0+0 | 3 | Elective |
| BTP1120 | Introduction to Computer-Aided Design | 3+0+0 | 3 | Elective |
| BTP1130 | Algorithms | 3+0+0 | 3 | Elective |
| BTP1140 | Special Topics in Database Systems | 3+0+0 | 3 | Elective |
| BTP1150 | Programmable Controllers | 3+0+0 | 3 | Elective |
| BTP1160 | Microcontrollers | 3+0+0 | 3 | Elective |
| BTP1170 | Discrete Mathematics | 3+0+0 | 3 | Elective |
| BTP1180 | Fundamentals of Programming with MATLAB | 3+0+0 | 3 | Elective |
| BTP1190 | Microprocessors | 3+0+0 | 3 | Elective |
| BTP1200 | Human-Computer Interaction | 3+0+0 | 3 | Elective |
| BTP1210 | Database Design and Management II | 3+0+0 | 3 | Elective |
| BTP1220 | Advanced Computer Programming | 3+0+0 | 3 | Elective |
| BVA1100 | Big Data Privacy and Security | 3+0+0 | 3 | Elective |
| BVA1130 | Probability and Statistics | 3+0+0 | 3 | Elective |
| BVA2003 | Cloud Computing for Big Data | 3+0+0 | 3 | Elective |
| BVA2140 | Business Intelligence Tools and Applications | 3+0+0 | 3 | Elective |
| BVA2160 | Social Media and Network Analytics | 3+0+0 | 3 | Elective |
| BVA2180 | Data Acquisition and Validation | 3+0+0 | 3 | Elective |
| ELN1110 | Business Management/Quality Assurance and Standards | 3+0+0 | 3 | Elective |
| KBU1001 | Business Process Management and Analysis | 3+0+0 | 3 | Elective |
| KBU1010 | Cloud Technologies in Corporate Information Systems | 3+0+0 | 3 | Elective |
| KBU1120 | Digital Transformation in Corporate Management | 3+0+0 | 3 | Elective |
| MYO0170 | Sectoral Artificial Intelligence Applications | 3+0+0 | 3 | Elective |
| OGP2100 | UX/UI Design and Web Accessibility | 3+0+0 | 3 | Elective |
| OGP2110 | Motivation and Communication Techniques | 3+0+0 | 3 | Elective |
| OGP2120 | Gamification | 3+0+0 | 3 | Elective |
| OGP2130 | Mobile Game Development | 3+0+0 | 3 | Elective |
| OGP2140 | Sound Design | 3+0+0 | 3 | Elective |
| OGP2150 | Game Marketing and Distribution | 3+0+0 | 3 | Elective |
| OGP2160 | AR/VR Game Development | 3+0+0 | 3 | Elective |
| OGP2170 | Color Theory | 3+0+0 | 3 | Elective |
| OGP2210 | Game Security and Open Testing | 3+0+0 | 3 | Elective |
| OGP2230 | Artificial Intelligence and Intelligent Systems in Games | 3+0+0 | 3 | Elective |
| OGP2240 | AI-Assisted Game Design and Production | 3+0+0 | 3 | Elective |
| RYZ1010 | Robotic Systems | 3+0+0 | 3 | Elective |
| RYZ2001 | Deep Learning | 3+0+0 | 3 | Elective |
| RYZ2100 | Industrial Automation | 3+0+0 | 3 | Elective |
| SGP1001 | Introduction to Cybersecurity | 3+0+0 | 3 | Elective |
| SGP1100 | Database Applications and Security | 3+0+0 | 3 | Elective |
| SGP1120 | Fundamentals of Information and Network Technologies | 3+0+0 | 3 | Elective |
| SGP1130 | Mobile Technologies and Security | 3+0+0 | 3 | Elective |
| SGP1140 | Next-Generation Technologies | 3+0+0 | 3 | Elective |
| SGP1150 | Malware Analysis and Detection | 3+0+0 | 3 | Elective |
| SGP1160 | Cybersecurity Management | 3+0+0 | 3 | Elective |
| SGP1170 | Information Security | 3+0+0 | 3 | Elective |
| SGP1180 | Secure Decision Support Systems | 3+0+0 | 3 | Elective |
| SGP1190 | Introduction to Cryptography and Algorithms | 3+0+0 | 3 | Elective |
| SGP2005 | Cyber Incident Management | 3+0+0 | 3 | Elective |
| YZO1100 | Computer Hardware and System Software | 3+0+0 | 3 | Elective |
| YZO1110 | Social Network Analysis | 3+0+0 | 3 | Elective |
| YZO1120 | Software Design and Architecture | 3+0+0 | 3 | Elective |
| YZO1130 | Database Management Systems | 3+0+0 | 3 | Elective |
| YZO2100 | Image and Audio Processing | 3+0+0 | 3 | Elective |
| Ders Kodu | Ders Adı | T+U+L | AKTS | Ders Türü |
|---|---|---|---|---|
| MYO2030 | Workplace Vocational Training | 0+40+0 | 30 | Compulsory |
| Students become eligible to graduate from the program provided that they have successfully completed all compulsory and elective courses in their curriculum, achieved a minimum cumulative grade point average of 2.00 (with no course failures), and met the requirement of 120 ECTS credits |
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Our graduates have a wide range of employment opportunities, especially in the digital transformation units of institutions. Major fields where they can work include: Technology companies: operation and technical support of AI applications Data analytics and big data firms: managing data processing pipelines Finance and e-commerce: model operations, risk and fraud monitoring Manufacturing and industrial automation: supervision of smart lines and predictive maintenance Health informatics and smart city projects: operation of data-based systems and field support Data centers and cloud services: workload planning and security monitoring |
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In the Artificial Intelligence Operations Program at Haliç University, students’ academic performance is monitored and evaluated through various methods appropriate to the nature of each course. Midterm exams, projects, reports, quizzes, homework, practical work, and end-of-term (final) exams form the main components of this evaluation. For each course, at least one midterm and one final exam are conducted during the semester; the midterm grade may also include homework, laboratory exams, and similar assessment tools. The assessment and evaluation processes are governed by the basic principles set by the Council of Higher Education (YÖK) and organized by the Senate of Haliç University. Students’ success grades are calculated using letter and/or numerical grading systems in line with these principles. When converting between the 4-point and 100-point grading scales, the conversion chart approved by YÖK is used. In order to take the end-term exam, students must attend at least 70% of the theoretical classes and at least 80% of the practical classes. In calculating the success grade, midterm exams contribute 40% and the final exam contributes 60%; all exams are scored out of 100 points. Students who receive one of the grades AA, BA, BB, CB, or CC are considered to have passed the course; grades of DC and DD are considered conditional success. For each course, the assessment tools to be used and whether evaluation is relative or absolute are determined by the relevant administrative board before the start of the academic year. In this way, students’ learning is measured in a multidimensional manner, and both in-term and end-of-term performances are evaluated through a fair and transparent system. |
| Instructor Zeynep İNEL ÖZKİPER |
| Faculty Sectary Yavuz ERDOĞAN |
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necdetseker@halic.edu.tr
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