Course Unit Code | Course Unit Title | Type of Course Unit | Year of Study | Semester | Number of ECTS Credits | İM502 | APPLICATIONS OF ARTIFICIAL NEURAL NETWORK IN CIVIL ENGINEERING | Elective | 1 | 1 | 6 |
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Level of Course Unit |
Second Cycle |
Objectives of the Course |
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Name of Lecturer(s) |
Doç.Dr.Murat Ay |
Learning Outcomes |
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Mode of Delivery |
Formal Education |
Prerequisites and co-requisities |
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Recommended Optional Programme Components |
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Course Contents |
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Weekly Detailed Course Contents |
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1 | Introduction | | | 2 | | | | 3 | | | | 4 | | | | 5 | | | | 6 | | | | 7 | | | | 8 | | | | 9 | | | | 10 | | | | 11 | | | | 12 | | | | 13 | | | | 14 | | | | 15 | Final exam | | |
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Recommended or Required Reading |
1. Yapay Zekâ Uygulamaları, Prof. Dr. Çetin Elmas
2. Neural Networks with R: Smart models using CNN, RNN, deep learning, and artificial intelligence principles, 2017, Giuseppe Ciaburro, Balaji Venkateswaran
3. Artificial Neural Networks: An Introduction, 2005, Kevin L. Priddy and Paul E. Keller |
Planned Learning Activities and Teaching Methods |
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Assessment Methods and Criteria | |
Quiz | 2 | 20 | Attending Lectures | 14 | 20 | Criticising Paper | 5 | 20 | Individual Study for Quiz | 2 | 20 | Homework | 1 | 20 | SUM | 100 | |
Final Examination | 1 | 25 | Report Preparation | 1 | 25 | Report Presentation | 1 | 25 | Individual Study for Final Examination | 1 | 25 | SUM | 100 | Term (or Year) Learning Activities | 50 | End Of Term (or Year) Learning Activities | 50 | SUM | 100 |
| Language of Instruction | Turkish | Work Placement(s) | None |
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Workload Calculation |
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Final Examination | 1 | 1 | 1 |
Quiz | 2 | 1 | 2 |
Attending Lectures | 14 | 3 | 42 |
Report Preparation | 1 | 25 | 25 |
Report Presentation | 1 | 1 | 1 |
Criticising Paper | 5 | 3 | 15 |
Individual Study for Final Examination | 1 | 20 | 20 |
Individual Study for Quiz | 1 | 15 | 15 |
Homework | 1 | 20 | 20 |
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Contribution of Learning Outcomes to Programme Outcomes |
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* Contribution Level : 1 Very low 2 Low 3 Medium 4 High 5 Very High |
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Yozgat Bozok University, Yozgat / TURKEY • Tel (pbx): +90 354 217 86 01 • e-mail: uo@bozok.edu.tr |