ARTIFICIAL INTELLIGENCE ENGINEERING


Profile of the Program

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Qualification Awarded

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Level of Qualification

This is a Bachelor’s Degree (First Cycle) program.

Specific Admission Requirements

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Qualification Requirements and Regulations

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Recognition of Prior Learning

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Occupational Profiles of Graduates

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Access to Further Studies

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Program Outcomes

1 Have sufficient background in mathematics, science and artificial intelligence engineering.
2 Use theoretical and applied knowledge in the fields of mathematics, science and artificial intelligence engineering together for engineering solutions.
3 Identify, define, formulate and solve engineering problems, select and apply appropriate analytical methods and modeling techniques for this purpose.
4 Analyse a system, system component or process and design it under realistic constraints to meet desired requirements; apply modern design methods in this direction.
5 Select and use modern techniques and tools necessary for engineering applications.
6 Design and conduct experiments, collect data, and analyse and interpret results.
7 Work effectively both as an individual and as a multi-disciplinary team member.
8 Access information via conducting literature research, using databases and other resources
9 Follow the developments in science and technology and constantly update themself with an awareness of the necessity of lifelong learning.
10 Use information and communication technologies together with computer software with at least the European Computer License Advanced Level required by their field.
11 Communicate effectively, both verbal and written; know a foreign language at least at the European Language Portfolio B1 General Level.
12 Have an awareness of the universal and social impacts of engineering solutions and applications; know about entrepreneurship and innovation; and have an awareness of the problems of the age.
13 Have a sense of professional and ethical responsibility.
14 Have an awareness of project management, workplace practices, employee health, environment and work safety; know the legal consequences of engineering practices.

Course & Program Outcomes Matrix

No Effect 1 Lowest 2 Low 3 Average 4 High 5 Highest
           
Program Outcomes 1 2 3 4 5 6 7 8 9 10 11 12 13 14
Courses
AIN1001 Computer Programming I (Python) 5 5 3 3 4 4 4 5
AIN1002 Computer Programming II (C++) 5 5 3 3 4 4
AIN1003 Freshman Seminar 5 5 5 5 5 5 5 5 5 5
AIN2001 Principles of Artificial Intelligence 5 5 5 5 5 5
AIN2002 Introduction to Data Science 5 5 5 5 5 5
AIN2008 Computers and Ethics 5 5 5
AIN3001 Machine Learning 5 5 5 5 5 5
AIN3002 Deep Learning 5 5 5 5 5 5
AIN3003 Database Systems and Cloud Computing 5 5 5 5 5 5
AIN4991 Capstone Project I 5 5 5 5 5 5 5 5 5 5 5 5
AIN4992 Capstone Project II 5 5 5 5 5 5 5 5 5 5 5 5 5 5
AIN4993 Summer Training 5 5 5 5 5 5 5 5 5 5 5 5 5 5
CMP2003 Data Structures and Algorithms (C++) 5 5 5 5 5 5
CMP3005 Analysis of Algorithms 5 5 5 5 5 5
CMP3008 Formal Languages and Automata Theory 5 5 5 5 5 5
CMP3010 Embedded Systems Programming 5 5 5 5 5 5
ENG1003 Communications Skills and Academic Reporting I 4 5
ENG1004 Communication Skills and Academic Reporting II 4 5
ENR3001 Non-Technical Aspects of Engineering 5 5 5 5 5
HST1001 Atatürk's Principles and History of Turkish Republic I
HST1002 Atatürk's Principles and History of Turkish Republic II
INE2002 Statistics in Engineering 5 5 5 5 5 5
LAW1156 Child Law and Child Psychology
MAT1041 Linear Algebra 5 5
MAT1051 Calculus I 5 5
MAT1052 Calculus II 5 5
MAT2008 Introduction to Optimization 5 5 5 5 5 5
MAT2033 Discrete Mathematics 5 5
MAT2062 Differential Equations 5 5
MAT3026 Probability and Statistics 5 5
PHY1001 Physics I 5 5 5 5 5
PHY1002 Physics II 5 5 5 5 5
SEN2201 Computing Systems 5 5 5 5 5 5
TLL1003 Turkish Language and Literature I 4 5
TLL1004 Turkish Language and Literature II 4 5
Departmental Elective
AIN4426 AI for Radar Applications
COP3342 Prompt Engineering
GE-Elective
GEP0111 Art and Religion
GEP0112 Classical Turkish Art and Artists
GEP0113 European Art
GEP0114 Fine Arts in Turkey
GEP0115 Introduction to Art History
GEP0121 Introduction to Theatre
GEP0122 Shakespeare and Contemporary Performance
GEP0123 Special Topics in Theatre
GEP0124 Turkish Theatre
GEP0131 Introduction to Classical Music
GEP0132 Trends in Classical Music
GEP0133 20th Century Music
GEP0134 Introduction to Turkish Classical Music
GEP0135 Musics of the World
GEP0201 City and Culture
GEP0202 History of Istanbul as an Imperial City
GEP0203 Globalization and Istanbul
GEP0204 Istanbul in Social and Historical Perspectives
GEP0205 Unfolding the Layers of Berlin
GEP0206 Virtual Discovery of İstanbul
GEP0211 City and Landscape
GEP0301 Innovative Career Development
GEP0302 Dale Carnegie Strictly Business: Dale Carnegie Course
GEP0303 TMI Project Your Life Ahead
GEP0304 Music Business and Turkish Music Industry
GEP0305 Communication Practices
GEP0306 News Agency Journalism
GEP0307 Maritime Culture and Amateur Seamanship
GEP0312 Special Topics in E-sports
GEP0313 The Impact of Science and Technology Policies on Technology Management
GEP0314 Innovation and Creativity
GEP0315 Developing Entrepreneurship in Personality
GEP0320 Introduction to the 2030 Agenda: A New Agenda for a Sustainable World
GEP0366 Practicing Sustainability
GEP0379 Sustainability and Business Ethics
GEP0401 Arabic I
GEP0402 Arabic II
GEP0403 French I
GEP0404 French II
GEP0405 German I
GEP0406 German II
GEP0407 Introduction to Japanese Language and Culture I
GEP0408 Introduction to Japanese Language and Culture II
GEP0409 Italian I
GEP0410 Italian II
GEP0411 Modern Chinese I
GEP0412 Modern Chinese II
GEP0413 Ottoman Turkish I
GEP0414 Ottoman Turkish II
GEP0415 Russian I
GEP0416 Russian II
GEP0417 Spanish I
GEP0418 Spanish II
GEP0419 Persian I
GEP0420 Persian II
GEP0421 Georgian I
GEP0422 Georgian II
GEP0423 Greek I
GEP0424 Greek II
GEP0425 Hebrew I
GEP0426 Hebrew II
GEP0427 Arabic III
GEP0428 Arabic ıv
GEP0429 Persian III
GEP0430 Persian IV
GEP0431 Turkish Sign Language
GEP0432 English for Specific Purposes I
GEP0433 English for Specific Purposes II
GEP0434 Turkish Sign Language II
GEP0435 German III
GEP0436 German IV
GEP0437 Latin I
GEP0438 Latin II
GEP0439 Russian III
GEP0440 Russian IV
GEP0441 Korean I
GEP0442 Korean II
GEP0501 Anatolian Civilizations
GEP0502 Great Discoveries and Inventions in the History of Science
GEP0503 Greek and Turkish Relations in the Aegean
GEP0504 History of Food
GEP0505 History of Mediterranean World
GEP0506 History of the Modern Middle East
GEP0507 Orientalism
GEP0508 Wars That Change History
GEP0509 XX. Century Political History
GEP0510 Contemporary Germany– History, Politics and Society since 1945
GEP0511 European History
GEP0513 History of Religions
GEP0514 Ottoman Cultural History
GEP0515 New Religious Movements
GEP0516 Recent History of Turkish Modernization and Democracy
GEP0601 Communication in Local Governments
GEP0602 Community Service Applications
GEP0603 Current Political Issues and Leaders
GEP0604 Interpersonal Communication
GEP0605 Popular Culture
GEP0606 Prejudice and Aggression
GEP0607 Ethics
GEP0608 European Integration and Turkish-European Relations
GEP0609 Alliance of Civilizations
GEP0610 Innovative Leadership
GEP0611 Effective Skills for Communication
GEP0612 Political Communication Campaigns
GEP0613 Elections and Campaign Management
GEP0614 Social Media Management
GEP0615 Perception Management
GEP0616 Traffic and Road Safety
GEP0617 International Food Culture
GEP0618 Communication and Stress Management
GEP0619 Using Media for Communication
GEP0620 Visual Literacy
GEP0621 Internal Communication and Innovation Management
GEP0622 Creative Thinking and Entrepreneurship
GEP0623 Fashion and Media
GEP0624 Animal Ethics and Speciesism
GEP0625 Games and Culture
GEP0631 Sustainability and Climate Action
GEP0633 Environment and Sustainable Development
GEP0634 Exploring the Future of Agriculture
GEP0638 Topics in Communication Management
GEP0639 Understanding the Food
GEP0640 Towards Zero Hunger (SDG 2)
GEP0641 Genesis of Life
GEP0701 Creative Literature
GEP0702 Critical Thinking and Literary Criticism
GEP0703 Contemporary Turkish Literature
GEP0704 Trends in Literature
GEP0705 Literature and Society
GEP0706 Modern Turkish Novel and Story
GEP0707 Modern Turkish Poetry
GEP0708 Turkish Folk Literature
GEP0709 The Lives of Turkish Intellectuals
GEP0710 Turkish Poets and Poems
GEP0801 20th Century History of Thought
GEP0802 Aesthetic and Philosophy
GEP0803 Contemporary Philosophy
GEP0804 Islamic Philosophy
GEP0805 Ontology
GEP0806 Philosophy of Life
GEP0807 Political Philosophy
GEP0808 Philosophy of Religion
GEP0809 Strategic Roadmaps and Innovation
GEP0810 Systems-Design Thinking and Management
GEP0811 Readings in Philosophy
GEP0821 Classical Logic
GEP0822 Logic I
GEP0823 Logic II
GEP0824 Modern Logic
GEP0825 Logic and Computer Applications
GEP0901 History of Culture
GEP0902 Business Seminar
GEP1005 History of Civilization I
GEP1006 History of Civilization II
GEP1516 Recent History of Turkish Modernization and Democracy
GEP1633 Environment and Sustainable Development
GEP1634 Exploring the Future of Agriculture

Course Structure Diagram with Credits

1. Semester
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS
AIN1001 Computer Programming I (Python) 2 2 3 5
AIN1003 Freshman Seminar 1 0 1 1
ENG1003 Communications Skills and Academic Reporting I 2 2 3 4
MAT1051 Calculus I 3 2 4 7
MAT2033 Discrete Mathematics 3 0 3 6
PHY1001 Physics I 3 2 4 7
Total 30
2. Semester
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS
AIN1002 Computer Programming II (C++) 2 2 3 6
ENG1004 Communication Skills and Academic Reporting II 2 2 3 3
LAW1156 Child Law and Child Psychology 0 0 0 1
MAT1052 Calculus II 3 2 4 7
PHY1002 Physics II 3 2 4 7
SEN2201 Computing Systems 3 0 3 6
Total 30
3. Semester
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS
AIN2001 Principles of Artificial Intelligence 3 0 3 6
CMP2003 Data Structures and Algorithms (C++) 3 2 4 7
MAT1041 Linear Algebra 3 0 3 6
MAT3026 Probability and Statistics 3 0 3 6
GE-Elective 3 5
Total 30
4. Semester
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS
AIN2002 Introduction to Data Science 2 2 3 6
AIN2008 Computers and Ethics 2 0 2 5
INE2002 Statistics in Engineering 3 2 4 7
MAT2008 Introduction to Optimization 3 0 3 6
MAT2062 Differential Equations 3 0 3 6
Total 30
5. Semester
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS
AIN3001 Machine Learning 3 0 3 7
AIN3003 Database Systems and Cloud Computing 3 2 4 8
CMP3005 Analysis of Algorithms 3 0 3 6
HST1001 Atatürk's Principles and History of Turkish Republic I 2 0 2 2
TLL1003 Turkish Language and Literature I 2 0 2 2
GE-Elective 3 5
Total 30
6. Semester
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS
AIN3002 Deep Learning 3 0 3 6
CMP3008 Formal Languages and Automata Theory 3 0 3 6
CMP3010 Embedded Systems Programming 2 2 3 6
ENR3001 Non-Technical Aspects of Engineering 2 0 2 4
HST1002 Atatürk's Principles and History of Turkish Republic II 2 0 2 2
TLL1004 Turkish Language and Literature II 2 0 2 2
Non-Departmental Elective 3 4
Total 30
7. Semester
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS
AIN4991 Capstone Project I 1 0 1 1
AIN4993 Summer Training 0 0 0 7
Departmental Elective 3 6
Departmental Elective 3 6
GE-Elective 3 5
GE-Elective 3 5
Total 30
8. Semester
Course Code Course Name Prerequisites Theoretical Practical Credit ECTS
AIN4992 Capstone Project II 0 4 2 6
Non-Departmental Elective 3 4
Departmental Elective 3 6
Departmental Elective 3 6
GE-Elective 2 4
Non-Departmental Elective 3 4
Total 30

Program Director (or Equivalent)


ARTIFICIAL INTELLIGENCE ENGINEERING - SCHOOL OF ENGINEERING AND NATURAL SCIENCES

Prof. Dr. NAFİZ ARICA
Head of Department

SCHOOL OF ENGINEERING AND NATURAL SCIENCES
E-Mail: nafiz.arica@eng.bau.edu.tr
Telephone: +90