Geotechnics non-thesis | |||||
Master | TR-NQF-HE: Level 7 | QF-EHEA: Second Cycle | EQF-LLL: Level 7 |
Course Code: | CE572 | ||||||||
Course Name: | Artificial Intelligence Methods in Engineering | ||||||||
Course Semester: |
Spring Fall |
||||||||
Course Credits: |
|
||||||||
Language of instruction: | TR | ||||||||
Course Requisites: | |||||||||
Does the Course Require Work Experience?: | No | ||||||||
Type of course: | Department Elective | ||||||||
Course Level: |
|
||||||||
Mode of Delivery: | Face to face | ||||||||
Course Coordinator : | Assoc. Prof. SELİM DÜNDAR | ||||||||
Course Lecturer(s): |
Assoc. Prof. SELİM DÜNDAR |
||||||||
Course Assistants: |
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. |
The students who have succeeded in this course;
|
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 |
Course Notes / Textbooks: | Ders Notları |
References: | Matlab paket programı |
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. |
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. |
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 |
Written Exam (Open-ended questions, multiple choice, true-false, matching, fill in the blanks, sequencing) | |
Homework | |
Application | |
Individual Project | |
Presentation | |
Bilgisayar Destekli Sunum |
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 |
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 |