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| Academic | Vocational Schools | Vocational School | Programs | Big Data Analytics|
Büyük Veri Analistliği programı, öğrencilere büyük ölçekli verilerin toplanması, depolanması, analiz edilmesi ve iş dünyasında kullanılabilir bilgilere dönüştürülmesi konusunda yetkinlik kazandırır. Program kapsamında çeşitli programlama dilleri ve büyük veri teknolojileri ile veri analizi, istatistik, makine öğrenmesi, veri görselleştirme ve iş zekâsı uygulamaları öğretilir. Öğrenciler ayrıca veri güvenliği ve etik konularında bilgi edinir, gerçek veri setleriyle projeler yaparak teorik bilgilerini pratikte pekiştirirler. |
| The Big Data Analytics Program was established within the Vocational School of Haliç University in the 2025–2026 academic year and offers formal (on-campus) education. The language of instruction is Turkish. |
| Students who successfully complete all the program requirements receive an associate degree in Big Data Analytics at the end of the 4th semester. |
|
1 - High school diploma or an equivalent certificate 2 - Score from the Higher Education Institutions Exam (TYT) |
|
There is no information regarding vertical transfer for the Big Data Analytics Program in ÖSYM. The duration of the Big Data Analytics Program is two years, and the language of instruction is Turkish. |
| Ders Kodu | Ders Adı | T+U+L | AKTS | Ders Türü |
|---|---|---|---|---|
| BVA1001 | Data Science | 3+0+0 | 3 | Compulsory |
| BVA1003 | Big Data Technologies | 2+2+0 | 3 | Compulsory |
| HLÜ0120 | Occupational Health and Safety | 2+0+0 | 2 | Compulsory |
| MYO0011 | Vocational Mathematics I | 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 | Vocational Ethics | 2+0+0 | 3 | Elective |
| HLÜ0130 | Entrepreneurship | 3+0+0 | 3 | Elective |
| HLÜ0140 | Social Life | 3+0+0 | 3 | Elective |
| HLÜ0150 | Film Studies | 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 | 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 | Industry-Specific 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 Calculation 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 | Historic Buildings 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 |
| BGT1100 | Multimedia Applications | 3+0+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 with 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 |
| BGT1250 | Introduction to Machine Learning | 3+0+0 | 3 | Elective |
| BGT2150 | Internet Programming II | 3+0+0 | 3 | Elective |
| BPP1100 | Innovation | 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 |
| 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 |
| BTP1100 | Graphics and Animation | 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 |
| BVA1110 | Introduction to Regression | 3+0+0 | 3 | Elective |
| BVA1120 | Statistical Programming with R | 3+0+0 | 3 | Elective |
| BVA1130 | Probability and Statistics | 3+0+0 | 3 | Elective |
| BVA2100 | Financial Analytics with Big Data | 3+0+0 | 3 | Elective |
| BVA2110 | Multivariate Statistical Analysis | 3+0+0 | 3 | Elective |
| BVA2120 | Experimental Design and Analysis of Variance | 3+0+0 | 3 | Elective |
| BVA2130 | Natural Language Processing | 3+0+0 | 3 | Elective |
| BVA2140 | Business Intelligence Tools and Applications | 3+0+0 | 3 | Elective |
| BVA2150 | Survey Analysis with Sampling Methods | 3+0+0 | 3 | Elective |
| BVA2160 | Social Media and Network Analytics | 3+0+0 | 3 | Elective |
| BVA2170 | Medical Data Mining | 3+0+0 | 3 | Elective |
| BVA2180 | Data Acquisition and Validation | 3+0+0 | 3 | Elective |
| BVA2190 | Time Series Analysis and Forecasting | 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 Enterprise Information Systems | 3+0+0 | 3 | Elective |
| KBU1120 | Digital Transformation in Corporate Management | 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 Penetration 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 | Foundations 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 |
| 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 |
| Ders Kodu | Ders Adı | T+U+L | AKTS | Ders Türü |
|---|---|---|---|---|
| BPP1002 | Data Structures and Programming | 3+0+0 | 3 | Compulsory |
| BTP1002 | Database Design and Management I | 2+2+0 | 3 | Compulsory |
| HLÜ0110 | Basic Information Technologies | 3+0+0 | 3 | Compulsory |
| MYO0012 | Vocational Mathematics II | 3+0+0 | 3 | Compulsory |
| OZD0108 | History of Turkish Revolution and Atatürk's Principles | 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 | |
| HLÜ0020 | Vocational Ethics | 2+0+0 | 3 | Elective |
| HLÜ0130 | Entrepreneurship | 3+0+0 | 3 | Elective |
| HLÜ0140 | Social Life | 3+0+0 | 3 | Elective |
| HLÜ0150 | Film Studies | 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 | 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 | Industry-Specific 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 Calculation 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 | Historic Buildings 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 |
| BGT1100 | Multimedia Applications | 3+0+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 with 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 |
| BGT1250 | Introduction to Machine Learning | 3+0+0 | 3 | Elective |
| BGT2150 | Internet Programming II | 3+0+0 | 3 | Elective |
| BPP1100 | Innovation | 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 |
| 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 |
| BTP1100 | Graphics and Animation | 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 |
| BVA1110 | Introduction to Regression | 3+0+0 | 3 | Elective |
| BVA1120 | Statistical Programming with R | 3+0+0 | 3 | Elective |
| BVA1130 | Probability and Statistics | 3+0+0 | 3 | Elective |
| BVA2100 | Financial Analytics with Big Data | 3+0+0 | 3 | Elective |
| BVA2110 | Multivariate Statistical Analysis | 3+0+0 | 3 | Elective |
| BVA2120 | Experimental Design and Analysis of Variance | 3+0+0 | 3 | Elective |
| BVA2130 | Natural Language Processing | 3+0+0 | 3 | Elective |
| BVA2140 | Business Intelligence Tools and Applications | 3+0+0 | 3 | Elective |
| BVA2150 | Survey Analysis with Sampling Methods | 3+0+0 | 3 | Elective |
| BVA2160 | Social Media and Network Analytics | 3+0+0 | 3 | Elective |
| BVA2170 | Medical Data Mining | 3+0+0 | 3 | Elective |
| BVA2180 | Data Acquisition and Validation | 3+0+0 | 3 | Elective |
| BVA2190 | Time Series Analysis and Forecasting | 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 Enterprise Information Systems | 3+0+0 | 3 | Elective |
| KBU1120 | Digital Transformation in Corporate Management | 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 Penetration 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 | Foundations 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 |
| 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 |
| Ders Kodu | Ders Adı | T+U+L | AKTS | Ders Türü |
|---|---|---|---|---|
| BPP1160 | Data Warehousing and Data Mining | 3+0+0 | 3 | Compulsory |
| BVA2001 | Data Visualization and Reporting | 2+2+0 | 3 | Compulsory |
| BVA2003 | Cloud Computing for Big Data | 3+0+0 | 3 | Compulsory |
| BVA2005 | Applied Data Analysis | 2+2+0 | 3 | Compulsory |
| MYO2000 | Graduation Project | 0+4+0 | 6 | 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 |
| BGT1100 | Multimedia Applications | 3+0+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 with 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 |
| BGT1250 | Introduction to Machine Learning | 3+0+0 | 3 | Elective |
| BGT2150 | Internet Programming II | 3+0+0 | 3 | Elective |
| BPP1100 | Innovation | 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 |
| 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 |
| BTP1100 | Graphics and Animation | 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 |
| BVA1110 | Introduction to Regression | 3+0+0 | 3 | Elective |
| BVA1120 | Statistical Programming with R | 3+0+0 | 3 | Elective |
| BVA1130 | Probability and Statistics | 3+0+0 | 3 | Elective |
| BVA2100 | Financial Analytics with Big Data | 3+0+0 | 3 | Elective |
| BVA2110 | Multivariate Statistical Analysis | 3+0+0 | 3 | Elective |
| BVA2120 | Experimental Design and Analysis of Variance | 3+0+0 | 3 | Elective |
| BVA2130 | Natural Language Processing | 3+0+0 | 3 | Elective |
| BVA2140 | Business Intelligence Tools and Applications | 3+0+0 | 3 | Elective |
| BVA2150 | Survey Analysis with Sampling Methods | 3+0+0 | 3 | Elective |
| BVA2160 | Social Media and Network Analytics | 3+0+0 | 3 | Elective |
| BVA2170 | Medical Data Mining | 3+0+0 | 3 | Elective |
| BVA2180 | Data Acquisition and Validation | 3+0+0 | 3 | Elective |
| BVA2190 | Time Series Analysis and Forecasting | 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 Enterprise Information Systems | 3+0+0 | 3 | Elective |
| KBU1120 | Digital Transformation in Corporate Management | 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 Penetration 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 | Foundations 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 |
| 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 |
| Ders Kodu | Ders Adı | T+U+L | AKTS | Ders Türü |
|---|---|---|---|---|
| MYO2030 | Workplace Vocational Training | 0+40+0 | 30 | Compulsory |
| Students become eligible for graduation upon successfully completing all compulsory and elective courses in the curriculum, achieving a minimum cumulative grade point average of 2.00, and fulfilling the requirement of 120 ECTS credits. |
|
1.Data Analyst – Collects, cleans, and reports data. 2.Big Data Analyst – Works with large data sets, performs analyses on platforms such as Hadoop and Spark, and identifies trends. 3.Data Scientist – Develops advanced statistical and machine learning models. 4.Business Intelligence Specialist – Monitors the company’s key performance indicators (KPIs). 5.Machine Learning Engineer (for those with a more technical orientation) – Implements predictive systems for real-world use. |
|
At the beginning of the semester, students who register for a course must attend at least 70% of theoretical classes and 80% of practical classes to be eligible to take the end-of-term exam. Students are required to take at least one midterm exam and a final exam for each course. The contribution of the midterm (which may include scores from assignments, lab exams, quizzes, or other assessment tools) to the overall grade is 40%, while the final exam contributes 60%. All exams are graded on a 100-point scale. Students who receive one of the letter grades AA, BA, BB, CB, or CC are considered to have passed the course. Grades DC and DD are considered conditional passing grades. The calculation of students’ overall grades may use either a relative (curved) or absolute grading system. The decision on which grading system will be used is made by the relevant administrative board before the start of the academic year. The conversion table prepared by YÖK (Council of Higher Education) is used for translating between the 4.0 scale and the 100-point scale. |
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ahmetmuratermis@halic.edu.tr
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