ISTANBUL OKAN UNIVERSITY INFORMATION PACKAGE / COURSE CATALOGUE
| Geotechnics non-thesis | |||||
| Master | TR-NQF-HE: Level 7 | QF-EHEA: Second Cycle | EQF-LLL: Level 7 | ||
General course introduction information
| Course Code: | CE572 | ||||||||
| Course Name: | Artificial Intelligence Methods in Engineering | ||||||||
| Course Semester: | Fall | ||||||||
| Course Credits: |
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| Language of instruction: | TR | ||||||||
| Course Requisites: | |||||||||
| Does the Course Require Work Experience?: | No | ||||||||
| Type of course: | Department Elective | ||||||||
| Course Level: |
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| Mode of Delivery: | Face to face | ||||||||
| Course Coordinator : | Assoc. Prof. SELİM DÜNDAR | ||||||||
| Course Lecturer(s): |
Assoc. Prof. SELİM DÜNDAR |
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| Course Assistants: |
Course Objective and Content
| Course Objectives: | To experience application areas of modern artificial intelligence techniques. |
| Course Content: | Introduction to artificial intelligence. History of artificial intelligence. Application areas of artificial intelligence. Various artificial intelligence techniques. Game theory. Fuzzy login. Artificial Neural Networks. Genetic Algorithms. |
Learning Outcomes
The students who have succeeded in this course;
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Lesson Plan
| Week | Subject | Related Preparation |
| 1) | Introduction to Artificial Intelligence | . |
| 2) | History of artificial intelligence | . |
| 3) | Application areas of artificial intelligence | . |
| 4) | Artificial intelligence movie | |
| 5) | Problem solving | |
| 6) | Artificial intelligence methods | |
| 7) | Game theory | |
| 8) | Fuzzy Logic I | |
| 9) | Fuzzy Logic II | |
| 10) | Artificial Neural Networks I | |
| 11) | Aritificial Neural Networks II | |
| 12) | Genetic Algorithms I | |
| 13) | Genetic Algorithms II | |
| 14) | Student Presentations |
Sources
| Course Notes / Textbooks: | Ders Notları |
| References: | Matlab paket programı |
Course-Program Learning Outcome Relationship
| Learning Outcomes | 1 |
2 |
3 |
4 |
|---|---|---|---|---|
| Program Outcomes | ||||
| 1) It defines the broad multidisciplinary scope of Geotechnical Engineering and the interaction between related disciplines. | ||||
| 2) Repeats current techniques and methods applied in the field of Geotechnical Engineering and their constraints, effects and results. | ||||
| 3) Systematically conveys the processes and results of studies in written, verbal and visual formats in national and international environments in the field of civil engineering or outside the field. | ||||
Course - Learning Outcome Relationship
| No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
| Program Outcomes | Level of Contribution | |
| 1) | It defines the broad multidisciplinary scope of Geotechnical Engineering and the interaction between related disciplines. | |
| 2) | Repeats current techniques and methods applied in the field of Geotechnical Engineering and their constraints, effects and results. | |
| 3) | Systematically conveys the processes and results of studies in written, verbal and visual formats in national and international environments in the field of civil engineering or outside the field. |
Learning Activity and Teaching Methods
| Expression | |
| Brainstorming/ Six tihnking hats | |
| Individual study and homework | |
| Lesson | |
| Group study and homework | |
| Reading | |
| Homework | |
| Problem Solving | |
| Project preparation | |
| Report Writing | |
| Q&A / Discussion | |
| Application (Modelling, Design, Model, Simulation, Experiment etc.) | |
| Web Based Learning |
Assessment & Grading Methods and Criteria
| Written Exam (Open-ended questions, multiple choice, true-false, matching, fill in the blanks, sequencing) | |
| Homework | |
| Application | |
| Individual Project | |
| Presentation | |
| Bilgisayar Destekli Sunum |
Assessment & Grading
| Semester Requirements | Number of Activities | Level of Contribution |
| Homework Assignments | 1 | % 20 |
| Project | 1 | % 20 |
| Final | 1 | % 60 |
| total | % 100 | |
| PERCENTAGE OF SEMESTER WORK | % 40 | |
| PERCENTAGE OF FINAL WORK | % 60 | |
| total | % 100 | |
Workload and ECTS Credit Grading
| Activities | Number of Activities | Workload |
| Course Hours | 14 | 42 |
| Study Hours Out of Class | 14 | 98 |
| Presentations / Seminar | 3 | 75 |
| Project | 3 | 75 |
| Final | 1 | 3 |
| Total Workload | 293 | |