Makine Mühendisliği

ME 315 | Ders Tanıtım Bilgileri

Dersin Adı

Applied Probability and Statistics for Engineers

Kodu	Yarıyıl	Teori (saat/hafta)	Uygulama/Lab (saat/hafta)	Yerel Kredi	AKTS
ME 315	SPRING	3	0	3	6

Ön-Koşul(lar)	Yok
Dersin Dili	English
Dersin Türü	Zorunlu
Dersin Düzeyi	Lisans
Dersin Veriliş Şekli
Dersin Öğretim Yöntem ve Teknikleri	Lecture/Presentation
Ulusal Meslek Sınıflandırma Kodu	-
Dersin Koordinatörü	Prof. Dr. Hakkı Eskicioğlu
Öğretim Eleman(lar)ı	Prof. Dr. Hakkı Eskicioğlu
Yardımcı(ları)	-

Dersin Amacı

The aim of this course is to provide engineering students with knowledge and skills in fundamental probability theory, statistical analysis methods, and experimental design; and to enable them to make data-driven decisions, design appropriate experiments, collect data, and analyze and interpret the results in the context of engineering problems.

Öğrenme Çıktıları

Bu dersi başarıyla tamamlayabilen öğrenciler;

Ad	Açıklama	PC Alt	* Katkı Düzeyi
Ad	Açıklama	PC Alt	1	2	3	4	5
LO1	Apply fundamental concepts of probability and statistics to engineering problems.				X
LO2	Apply confidence intervals and hypothesis testing in single and two-sample cases.				X
LO3	Implement simple and multiple linear regression methods in engineering contexts.				X
LO4	Design experiments using appropriate methods to investigate engineering problems					X

Ders Tanımı

This course covers fundamental probability concepts, random variables and probability distributions, descriptive statistics, confidence intervals, hypothesis testing, linear regression analysis, and experimental design in engineering. Students will learn to analyze engineering data, construct models, and design experiments to produce meaningful and interpretable results.

Dersin İlişkili Olduğu Sürdürülebilir Kalkınma Amaçları

Dersin Kategorisi	Temel Ders
	Uzmanlık/Alan Dersleri	X
	Destek Dersleri
	İletişim ve Yönetim Becerileri Dersleri
	Aktarılabilir Beceri Dersleri

HAFTALIK KONULAR VE İLGİLİ ÖN HAZIRLIK ÇALIŞMALARI

Hafta	Konular	Ön Hazırlık	Öğrenme Çıktısı
1	Basic probability concepts	Montgomery, Douglas C., and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons, 2019. Bölüm 2	LO1
2	Random variable concept and basic probability distributions	Montgomery, Douglas C., and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons, 2019. Chapter 3&4	LO1
3	Random variable concept and basic probability distributions	Montgomery, Douglas C., and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons, 2019. Chapter 3&4	LO1
4	Introduction to statistics	Montgomery, Douglas C., and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons, 2019. Chapter 6&7	LO1
5	Introduction to statistics	Montgomery, Douglas C., and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons, 2019. Chapter 6&7	LO1
6	Applications of Confidence Intervals and Hypothesis Tests in Engineering Problems: Single and Two-Sample Cases	Montgomery, Douglas C., and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons, 2019. Chapter 8&9&10	LO2
7	Applications of Confidence Intervals and Hypothesis Tests in Engineering Problems: Single and Two-Sample Cases	Montgomery, Douglas C., and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons, 2019. Chapter 8&9&10	LO2
8	Midterm exam		-
9	Applications of Confidence Intervals and Hypothesis Tests in Engineering Problems: Single and Two-Sample Cases	Montgomery, Douglas C., and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons, 2019. Chapter 8&9&10	LO2
10	Applications of Simple and Multiple Linear Regression in Engineering Problems	Montgomery, Douglas C., and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons, 2019. Bölüm 11 ve 12	LO3
11	Applications of Simple and Multiple Linear Regression in Engineering Problems	Montgomery, Douglas C., and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons, 2019. Bölüm 11 ve 12	LO3
12	Applications of Design of Experiments and Analysis Methods in Engineering	Montgomery, Douglas C., and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons, 2019. Bölüm 13 ve 14	LO4
13	Applications of Design of Experiments and Analysis Methods in Engineering	Montgomery, Douglas C., and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons, 2019. Bölüm 13 ve 14	LO4
14	Applications of Design of Experiments and Analysis Methods in Engineering	Montgomery, Douglas C., and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons, 2019. Bölüm 13 ve 14	LO4
15	Review		-
16	Final exam		-

Ders Kitabı	- Montgomery Douglas C. and George C. Runger. Applied Statistics and Probability for Engineers. John Wiley & Sons 2019. ISBN-13: 978-1118539712 ISBN-10: 1118539710
Önerilen Okumalar/Materyaller	- Navidi William. Principles of Statistics for Engineers and Scientists. McGraw-Hill 2021. ISBN-13: 978-1260570731 ISBN-10: 1260570738

DEĞERLENDİRME ÖLÇÜTLERİ

Yarıyıl Aktiviteleri	Sayı	Katkı Payı %	LO1	LO2	LO3	LO4
Küçük Sınav / Stüdyo Kritiği	3	15	X	X	X
Proje	1	20				X
Ara Sınav	1	30	X	X	X
Final Sınavı	1	35	X	X	X	X
Toplam	6	100

AKTS / İŞ YÜKÜ TABLOSU

Yarıyıl Aktiviteleri	Sayı	Süre (Saat)	İş Yükü
Katılım	-	-	-
Teorik Ders Saati	16	3	48
Laboratuvar / Uygulama Ders Saati	-	-	-
Sınıf Dışı Ders Çalışması	14	3	42
Arazi Çalışması	-	-	-
Küçük Sınav / Stüdyo Kritiği	3	5	15
Portfolyo	-	-	-
Ödev	-	-	-
Sunum / Jüri Önünde Sunum	-	-	-
Proje	1	20	20
Seminer/Çalıştay	-	-	-
Sözlü Sınav	-	-	-
Ara Sınavlar	1	25	25
Final Sınavı	1	30	30
		Toplam	180

DERSİN ÖĞRENME ÇIKTILARININ PROGRAM YETERLİLİKLERİ İLE İLİŞKİSİ

#	PC Alt	Program Yeterlilikleri / Çıktıları	* Katkı Düzeyi
			1	2	3	4	5
Program yeterlilik verisi bulunamadı.

*1 Lowest, 2 Low, 3 Average, 4 High, 5 Highest

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