Studies and Graduation
Course Structure Diagram with Credits
2025 - 2026 Fall Semester
University Compulsory Courses
| Code | Course Title | T | P | C | ECTS |
|---|---|---|---|---|---|
| KRY100 | CAREER PLANNING | 1 | - | 1 | 2 |
| ORY100 | INTRODUCTION TO UNIVERSITY LIFE | 1 | - | 1 | 1 |
First Term (Fall)
| Code | Course Title | T | P | C | ECTS |
|---|---|---|---|---|---|
| AI101 | INTRODUCTION TO AI ENGINEERING | 2 | - | 2 | 4 |
| CENG103 | COMPUTER PROGRAMMING I | 3 | 1 | 3 | 5 |
| CENG105 | PROGRAMMING LABORATORY I | - | 2 | 1 | 2 |
| ENGE199 | ADVANCED ENGLISH I | 4 | - | 4 | 4 |
| MATH151 | MATHEMATICAL ANALYSIS I | 4 | 1 | 4 | 6 |
| PHYS103 | MECHANICS LABORATORY | - | 2 | 1 | 2 |
| PHYS105 | GENERAL PHYSICS I | 3 | 1 | 3 | 5 |
| TÜRK101 | TURKISH I | 2 | - | 2 | 2 |
Second Term (Spring)
| Code | Course Title | Prerequisite | T | P | C | ECTS |
|---|---|---|---|---|---|---|
| AI102 | OBJECT ORIENTED PROGRAMMING | CENG103 | 3 | 1 | 3 | 5 |
| AI104 | INTRODUCTION TO COMPUTER AIDED DESIGN | 3 | - | 3 | 4 | |
| CHEM110 | GENERAL CHEMISTRY | 3 | 1 | 3 | 4 | |
| CHEM116 | GENERAL CHEMISTRY LABORATORY | - | 2 | 1 | 2 | |
| MATH152 | MATHEMATICAL ANALYSIS II | MATH151 | 4 | 1 | 4 | 6 |
| PHYS104 | ELECTRIC LABORATORY | - | 2 | 1 | 2 | |
| PHYS110 | GENERAL PHYSICS II | 3 | 1 | 3 | 5 | |
| TÜRK102 | TURKISH II | 2 | - | 2 | 2 |
Third Term (Fall)
| Code | Course Title | Prerequisite | T | P | C | ECTS |
|---|---|---|---|---|---|---|
| AI007 | ELECTIVE ENGLISH I | 3 | - | 3 | 5 | |
| AI201 | INTRODUCTION TO BIOLOGY FOR ENGINEERS | 3 | - | 3 | 4 | |
| AI211 | STATICS AND STRENGTH OF MATERIALS | PHYS105 | 3 | 1 | 3 | 5 |
| AI221 | MATHEMATICS FOR AI ENGINEERING | MATH152 | 3 | 1 | 3 | 5 |
| AI223 | PROBABILITY&STATISTICS | 3 | 1 | 3 | 4 | |
| AI231 | ALGORITHMS AND DATA STRUCTURES | AI102 | 3 | 1 | 3 | 5 |
| ATA201 | ATATÜRK'S PRINCIPLES AND THE HIST. OF THE TURKISH REVOLUTION I | 2 | - | 2 | 2 |
Fourth Term (Spring)
| Code | Course Title | Prerequisite | T | P | C | ECTS |
|---|---|---|---|---|---|---|
| AI009 | NON-TECHNICAL ELECTIVE | 3 | - | 3 | 5 | |
| AI210 | FUNDAMENTALS OF AI | 2 | - | 2 | 2 | |
| AI212 | CIRCUITS AND ELECTRONICS | PHYS110 | 3 | 1 | 3 | 5 |
| AI216 | DYNAMICS | 3 | 1 | 3 | 5 | |
| AI224 | DISCRETE MATHEMATICS | 3 | 1 | 3 | 6 | |
| ATA202 | ATATÜRK'S PRINCIPLES AND THE HIST. OF THE TURKISH REVOLUTION II | 2 | - | 2 | 2 | |
| MATH222 | DIFFERENTIAL EQUATIONS | MATH152 | 3 | 1 | 3 | 5 |
Fifth Term (Fall)
| Code | Course Title | Prerequisite | T | P | C | ECTS |
|---|---|---|---|---|---|---|
| AI300 | SUMMER PRACTICE I | - | - | - | 2 | |
| AI307 | DATA MINING AND ENGINEERING | 3 | 1 | 3 | 5 | |
| AI309 | SIGNAL PROCESSING AND COMPUTER VISION | 3 | 1 | 3 | 4 | |
| AI313 | INTRODUCTION TO MACHINE LEARNING | AI221 | 3 | 1 | 3 | 5 |
| AI315 | DIGITAL ELECTRONICS AND MICROCONTROLLERS | AI212 | 3 | 1 | 3 | 5 |
| AI331 | ROBOT DYNAMICS AND CONTROL | AI216 | 3 | 1 | 3 | 5 |
| AI341 | DATABASE MANAGEMENT SYSTEMS | 3 | 1 | 3 | 4 |
Sixth Term (Spring)
| Code | Course Title | Prerequisite | T | P | C | ECTS |
|---|---|---|---|---|---|---|
| AI008 | ELECTIVE ENGLISH II | 3 | - | 3 | 5 | |
| AI310 | BIG DATA | 3 | 1 | 3 | 4 | |
| AI314 | NATURAL LANGUAGE PROCESSING | AI313 | 3 | 1 | 3 | 5 |
| AI322 | EMBEDDED COMPUTER PROGRAMMING | CENG103 | 3 | 1 | 3 | 5 |
| AI332 | SIMULATION TOOLS IN ROBOTICS | 3 | 1 | 3 | 5 | |
| AI334 | INDUSTRIAL ROBOTICS | 3 | 1 | 3 | 5 | |
| GSBHSH | FINE ARTS ELECTIVE/FIRST AID | - | 2 | 1 | 1 |
Seventh Term (Fall)
| Code | Course Title | Prerequisite | T | P | C | ECTS |
|---|---|---|---|---|---|---|
| AI001 | TECHNICAL ELECTIVE - I | 3 | - | 3 | 5 | |
| AI002 | TECHNICAL ELECTIVE - II | 3 | - | 3 | 5 | |
| AI003 | TECHNICAL ELECTIVE - III | 3 | - | 3 | 5 | |
| AI010 | PROFESSIONAL ELECTIVE I | 3 | - | 3 | 5 | |
| AI400 | SUMMER PRACTICE II | AI300 | - | - | - | 2 |
| AI479 | RESEARCH METHODS AND PROJECT DEVELOPMENT IN AI | 2 | 1 | 2 | 3 | |
| AI491 | GRADUATION PROJECT I | *, ** | - | 4 | 2 | 5 |
Eighth Term (Spring)
| Code | Course Title | Prerequisite | T | P | C | ECTS |
|---|---|---|---|---|---|---|
| AI004 | TECHNICAL ELECTIVE - IV | 3 | - | 3 | 5 | |
| AI005 | TECHNICAL ELECTIVE - V | 3 | - | 3 | 5 | |
| AI006 | TEKNIK SEÇIMLIK VI | 3 | - | 3 | 5 | |
| AI011 | PROFESSIONAL ELECTIVE II | 3 | - | 3 | 5 | |
| AI480 | ETHICS, LAW AND SOCIETY IN AI | 2 | - | 2 | 2 | |
| AI492 | GRADUATION PROJECT II | AI491 | - | 4 | 2 | 5 |
| SOS001 | SOCIAL ELECTIVE I | 3 | - | 3 | 3 |
Technical Elective Courses
| Code | Course Title | Prerequisite | T | P | C | ECTS |
|---|---|---|---|---|---|---|
| AI402 | AUTONOMOUS VEHICLES II | AI401 | 3 | - | 3 | 5 |
| AI403 | DIGITAL SIGNAL PROCESSING | 3 | - | 3 | 5 | |
| AI405 | HUMAN ROBOT INTERACTION | 3 | - | 3 | 5 | |
| AI406 | REINFORCEMENT LEARNING | 3 | - | 3 | 5 | |
| AI407 | THEORY OF MACHINES | 3 | - | 3 | 5 | |
| AI408 | DISCRETE CONTROL SYSTEMS | 3 | - | 3 | 5 | |
| AI409 | INTEGRATED CIRCUIT DESIGN | 3 | - | 3 | 5 | |
| AI410 | COMPUTER AIDED MANUFACTURING | 3 | - | 3 | 5 | |
| AI411 | WIRELESS COMMUNICATIONS | 3 | - | 3 | 5 | |
| AI412 | REAL-TIME SYSTEMS | 3 | - | 3 | 5 | |
| AI413 | SATELLITE TECHNOLOGIES | 3 | - | 3 | 5 | |
| AI414 | AVIONIC SYSTEMS | 3 | - | 3 | 5 | |
| AI415 | ROCKET AND MISSILE DESIGN PRINCIPLES AND TECHNOLOGIES | 3 | - | 3 | 5 | |
| AI416 | OPTIMIZATION | 3 | - | 3 | 5 | |
| AI417 | ADVANCED CONTROL TECHNIQUES | 3 | - | 3 | 5 | |
| AI418 | NONLINEAR CONTROLLER DESIGN | 3 | - | 3 | 5 | |
| AI419 | INTERNET OF THINGS | 3 | - | 3 | 5 | |
| AI420 | DESIGN OF ELECTRIC MOTOR AND DRIVERS | 3 | - | 3 | 5 | |
| AI421 | MULTI-ROBOT SYSTEMS | 3 | - | 3 | 5 | |
| AI422 | BIOMECHANICS AND ROBOTICS | 3 | - | 3 | 5 | |
| AI423 | SOFT ROBOTICS | 3 | - | 3 | 5 | |
| AI424 | MOTION PLANNING | 3 | - | 3 | 5 | |
| AI425 | SYSTEM IDENTIFICATION | 3 | - | 3 | 5 | |
| AI427 | EMBEDDED SYSTEMS | 3 | - | 3 | 5 | |
| AI428 | DESIGN OF CONTROL SYSTEMS | 3 | - | 3 | 5 | |
| AI429 | ADANCED COMPUTER VISION | 3 | - | 3 | 5 | |
| AI430 | CRYPTOGRAPHY AND SECURITY | 3 | - | 3 | 5 | |
| AI431 | MOBILE APPLICATION DEVELOPMENT | 3 | - | 3 | 5 | |
| AI432 | GAME TECHNOLOGIES | 3 | - | 3 | 5 | |
| AI433 | DECISION SUPPORT SYSTEMS | 3 | - | 3 | 5 | |
| AI434 | INTRODUCTION TO FINANCIAL ENGINEERING | 3 | - | 3 | 5 | |
| AI435 | CLOUD-BASED AI APPLICATIONS | 3 | - | 3 | 5 | |
| AI437 | GRAPH BASED MACHINE LEARNING | 3 | - | 3 | 5 |
Social Elective Courses
| Code | Course Title | T | P | C | ECTS |
|---|---|---|---|---|---|
| SOS332 | INVESTMENT PLANNING | 3 | - | 3 | 3 |
| SOS407 | LABOR LAW AND ETHICS | 3 | - | 3 | 3 |
| SOS408 | BUSINESS ADMINISTRATION | 3 | - | 3 | 3 |
| SOS409 | DIGITAL SOCIETY AND INNOVATION MANAGEMENT | 3 | - | 3 | 3 |
| SOS415 | MARKETING MANAGEMENT | 3 | - | 3 | 3 |
| SOS420 | TOTAL QUALITY MANAGEMENT | 3 | - | 3 | 3 |
| SOS422 | TECHNOLOGY MANAGEMENT | 3 | - | 3 | 3 |
| SOS426 | STRATEGIC COMMUNICATION IN ENGINEERING PRACTICE | 3 | - | 3 | 3 |
Non-Departmental Elective Courses
| Code | Course Title | T | P | C | ECTS |
|---|---|---|---|---|---|
| AI242 | MICROECONOMICS | 3 | - | 3 | 5 |
| AI244 | MACROECONOMICS | 3 | - | 3 | 5 |
Elective Courses in English
| Code | Course Title | Prerequisite | T | P | C | ECTS |
|---|---|---|---|---|---|---|
| ENGL310 | ENGLISH THROUGH ACADEMIC WRITING AND RESEARCH | ENGE199 | 3 | - | 3 | 5 |
| ENGL311 | ADVANCED ENGLISH GRAMMAR I | ENGE199 | 3 | - | 3 | 5 |
| ENGL312 | ADVANCED ENGLISH GRAMMAR II | ENGE199 | 3 | - | 3 | 5 |
| ENGL320 | ENGLISH THROUGH LITERATURE | ENGE199 | 3 | - | 3 | 5 |
| ENGL330 | ENGLISH THROUGH SEMINARS ON FILMS | ENGE199 | 3 | - | 3 | 5 |
| ENGL340 | ENGLISH CAREER SKILLS | ENGE199 | 3 | - | 3 | 5 |
Professional Elective Courses
| Code | Course Title | T | P | C | ECTS |
|---|---|---|---|---|---|
| AI401 | AUTONOMOUS VEHICLES I | 3 | - | 3 | 5 |
| AI404 | DEEP LEARNING | 3 | - | 3 | 5 |
| AI426 | ROBOT LEARNING AND CONTROL | 3 | - | 3 | 5 |
| AI436 | ADVANCED MACHINE LEARNING | 3 | - | 3 | 5 |
Common Elective Courses
| Code | Course Title | T | P | C | ECTS |
|---|---|---|---|---|---|
| GSB101 | PHOTOGRAPHY | - | 2 | 1 | 1 |
| GSB102 | PHOTOGRAPHY | - | 2 | 1 | 1 |
| GSB103 | SCULPTURE | - | 2 | 1 | 1 |
| GSB104 | SCULPTURE | - | 2 | 1 | 1 |
| GSB105 | CLASSICAL MUSIC APPRECIATION | - | 2 | 1 | 1 |
| GSB107 | VISUAL CULTURE AND HISTORY OF ART | - | 2 | 1 | 1 |
| GSB109 | ANATOLIAN ARCHAEOLOGY | - | 2 | 1 | 1 |
| GSB111 | FILM CULTURE AND HISTORY | - | 2 | 1 | 1 |
| GSB113 | PAINTING | - | 2 | 1 | 1 |
| GSB115 | DANCE IMPROVISATION AND CONTACT IMPROVISATION | - | 2 | 1 | 1 |
| GSB117 | INTERPRETING CONTEMPORARY DANCE | - | 2 | 1 | 1 |
| GSB119 | HUMAN AND ENVIRONMENT INTERACTION | - | 2 | 1 | 1 |
| GSB121 | DESIGN, CULTURE AND CONSUMPTION | - | 2 | 1 | 1 |
| GSB123 | INTRODUCTION TO CONTEMPORARY DANCE | - | 2 | 1 | 1 |
| GSB125 | JEWELLERY DESIGN | - | 2 | 1 | 1 |
| GSB127 | CERAMIC | - | 2 | 1 | 1 |
| GSB129 | CITIES AND HISTORICAL ENVIRONMENTS | - | 2 | 1 | 1 |
| GSB131 | 21ST CENTURY WORLD AND TRENDS IN ART | - | 2 | 1 | 1 |
| GSB133 | MUSIC GENRES THROUGHOUT AGES | - | 2 | 1 | 1 |
| GSB135 | UNIVERSAL LAW PRINCIPLES IN WORKS OF ART AND LITERATURE | - | 2 | 1 | 1 |
| GSB137 | EFFECTIVE AND FLUENT SPEAKING | - | 2 | 1 | 1 |
| GSB139 | CURREND BASIC ECONOMICS | - | 2 | 1 | 1 |
| GSB141 | HISTORY OF MATHEMATICS | - | 2 | 1 | 1 |
| HSH100 | BASIC FIRST AID | 1 | 1 | 1 | 1 |
| KAM100 | CURRENT PERIOD HISTORY OF TURKISH CYPRIOTS | - | 2 | 1 | 1 |
| TBS103 | SUSTAINABLE DEVELOPMENT GOALS | 1 | - | 1 | 1 |
| TBS105 | ECO-TRANSITION AND CLIMATE ACTION | 1 | - | 1 | 1 |
| TBS106 | FINANCIAL LITERACY | 1 | - | 1 | 1 |
| MED099 | SOCIAL GENDER AND VIOLENCE AGAINST WOMEN | 1 | 2 | 1 | 1 |
| YAKE100 | CREATIVE INDUSTRY | 2 | - | 1 | 1 |
1) 1) AI300 SUMMER PRACTICE I AND AI400 SUMMER PRACTICE II COURSES ARE CONDUCTED ACCORDING TO THE DEPARTMENTAL SUMMER PRACTICE GUIDE.
2) AI491 SENIOR PROJECT I AND AI492 SENIOR PROJECT II COURSES ARE CONDUCTED ACCORDING TO THE SCHOOL OF ENGINEERING SENIOR PROJECT GUIDE.
3) TECHNICAL ELECTIVE COURSES WITH AT LEAST 3 CREDITS-5 ECTS CREDITS MAY BE SELECTED AMONG 300-400 LEVEL COURSES OF THE DEPARTMENTS OF SCHOOL OF ENGINEERING UPON THE APPROVAL OF THE CHAIRMAN OF THE DEPARTMENT OF INDUSTRIAL ENGINEERING.
4) SOCIAL SCIENCES ELECTIVE COURSES WITH AT LEAST 3 CREDITS-3 ECTS CREDITS MAY BE SELECTED AMONG 300-400 LEVEL COURSES OF THE SCHOOL OF ENGINEERING OR OTHER SCHOOLS OF BASKENT UNIVERSITY UPON THE APPROVAL OF THE CHAIRMAN OF THE DEPARTMENT OF INDUSTRIAL ENGINEERING.
(*) Minimum (D) grade from at the least four of the following courses: AI307, AI313, AI341, AI310, AI331, AI314
(**) Minimum (D) grade from the following courses : MATH151, MATH152, PHYS103, PHYS105, PHYS104, PHYS110, CENG103, CENG105, AI102, AI231
T:Theoretic
P:Practice
C:Credit
PRE:Precondition
ECTS:European Credit Transfer System
- T Theoretical hours
- P Practice hours
- C Credit
- ECTS European Credit Transfer System