TÜRKÇE
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Information
| Code | İM578 |
| Name | Data Collection and Analysis |
| Term | 2022-2023 Academic Year |
| Semester | . Semester |
| Duration (T+A) | 3-0 (T-A) (17 Week) |
| ECTS | 6 ECTS |
| National Credit | 3 National Credit |
| Teaching Language | Türkçe |
| Level | Yüksek Lisans Dersi |
| Type | Normal |
| Mode of study | Yüz Yüze Öğretim |
| Catalog Information Coordinator | Prof. Dr. EMEL ORAL |
Course Goal / Objective
Introduction of statistical methods required during post graduate studies
Course Content
Statistical analysis
Course Precondition
Resources
Notes
Course Learning Outcomes
| Order | Course Learning Outcomes |
|---|---|
| LO01 | Descriptive statistical methods |
| LO02 | Descriptive statistical methods |
| LO03 | Descriptive statistical methods |
| LO04 | Descriptive statistical methods |
| LO05 | Distributions |
| LO06 | Distributions |
| LO07 | Distributions |
| LO08 | Exam |
| LO09 | Distributions |
| LO10 | Distributions |
| LO11 | Hypothesis testing |
| LO12 | Hypothesis testing |
| LO13 | Hypothesis testing |
| LO14 | Regression and correlation analysis |
| LO15 | Regression and correlation analysis |
Relation with Program Learning Outcome
| Order | Type | Program Learning Outcomes | Level |
|---|---|---|---|
| PLO01 | Bilgi - Kuramsal, Olgusal | Have knowledge and understanding at advanced level providing required basis for original projects in the field of civil engineering based on qualifications gained at undergraduate level. | |
| PLO02 | Bilgi - Kuramsal, Olgusal | Gain required knowledge through scientific research in the field of engineering, evaluate, interpret and apply data. | |
| PLO03 | Yetkinlikler - Öğrenme Yetkinliği | Be aware of new and emerging applications,examine and learn where necessary. | |
| PLO04 | Yetkinlikler - Öğrenme Yetkinliği | Construct engineering problems, develop strategies to solve them, and apply innovative methods for solutions. | |
| PLO05 | Yetkinlikler - Öğrenme Yetkinliği | Design and implement analytical modeling and experimental research and solve complex situations encountered in this process. | |
| PLO06 | Yetkinlikler - Öğrenme Yetkinliği | Develop new and / or original ideas and methods; develop innovative solutions for the system, part, and process design. | |
| PLO07 | Beceriler - Bilişsel, Uygulamalı | Have learning skills. | |
| PLO08 | Beceriler - Bilişsel, Uygulamalı | Be aware of innovative developments in the field of civil engineering, and analyse and learn them when needed. | |
| PLO09 | Yetkinlikler - Öğrenme Yetkinliği | ransfer process and results of the projects in the field of civil engineering or on national and international platforms in written or oral form. | |
| PLO10 | Beceriler - Bilişsel, Uygulamalı | Have knowledge in current techniques and methods applied in civil engineering. | |
| PLO11 | Beceriler - Bilişsel, Uygulamalı | Use computer software as well as information and communication technologies at the level required in the field of civil engineering. | |
| PLO12 | Beceriler - Bilişsel, Uygulamalı | Oversee social, scientific and ethical values in all professional platforms. |
Week Plan
| Week | Topic | Preparation | Methods |
|---|---|---|---|
| 1 | Descriptive statistical methods | Reading and problem solving | Öğretim Yöntemleri: Anlatım, Soru-Cevap |
| 2 | Descriptive statistical methods | Reading and problem solving | |
| 3 | Descriptive statistical methods | Reading and problem solving | |
| 4 | Descriptive statistical methods | Reading and problem solving | |
| 5 | Distributions | Reading and problem solving | |
| 6 | Distributions | Reading and problem solving | |
| 7 | Distributions | Reading and problem solving | |
| 8 | Mid-Term Exam | Written exam | |
| 9 | Distributions | Reading and problem solving | |
| 10 | Hypothesis tests | Reading and problem solving | |
| 11 | Hypothesis tests | Reading and problem solving | |
| 12 | Hypothesis tests | Reading and problem solving | |
| 13 | Hipotez testleri | Reading and problem solving | |
| 14 | Regression and correlation | Reading and problem solving | |
| 15 | Regression and correlation | Reading and problem solving | |
| 16 | Term Exams | Written exam | |
| 17 | Term Exams | Written exam |
Student Workload - ECTS
| Works | Number | Time (Hour) | Workload (Hour) |
|---|---|---|---|
| Course Related Works | |||
| Class Time (Exam weeks are excluded) | 14 | 3 | 42 |
| Out of Class Study (Preliminary Work, Practice) | 14 | 5 | 70 |
| Assesment Related Works | |||
| Homeworks, Projects, Others | 0 | 0 | 0 |
| Mid-term Exams (Written, Oral, etc.) | 1 | 15 | 15 |
| Final Exam | 1 | 30 | 30 |
| Total Workload (Hour) | 157 | ||
| Total Workload / 25 (h) | 6,28 | ||
| ECTS | 6 ECTS | ||