Biyomedikal Mühendisliği

SE 420 | Ders Tanıtım Bilgileri

Dersin Adı

Artificial Intelligence and Expert Systems

Kodu	Yarıyıl	Teori (saat/hafta)	Uygulama/Lab (saat/hafta)	Yerel Kredi	AKTS
SE 420	FALL	3	0	3	5

Ön-Koşul(lar)	None
Dersin Dili	English
Dersin Türü	ELECTIVE_COURSE
Dersin Düzeyi	Lisans
Dersin Veriliş Şekli	Face-To-Face
Dersin Öğretim Yöntem ve Teknikleri	-
Ulusal Meslek Sınıflandırma Kodu	-
Dersin Koordinatörü	Prof. Dr. Senem Kumova Metin
Öğretim Eleman(lar)ı	Prof. Dr. Senem Kumova Metin
Yardımcı(ları)	-

Dersin Amacı

The goal of this course is to provide students with a survey of different aspects of Artificial Intelligence (AI).

Öğrenme Çıktıları

Bu dersi başarıyla tamamlayabilen öğrenciler;

Ad	Açıklama	PC Alt	* Katkı Düzeyi
Ad	Açıklama	PC Alt	1	2	3	4	5
LO5	Be able to discuss on specific domains such as computer vision, natural language processing, and robotics.			X
LO4	Be able to present logic as a formalism for representing knowledge in AI systems.					X
LO3	Be able to design AI systems that use learning to improve their performance on a given task.					X
LO2	By using Bayesian networks, be able to use the probability as a mechanism for handling uncertainty in AI.			X
LO1	Be able to apply AI search models and generic search strategies.					X

Ders Tanımı

This course provides an introduction to Artificial Intelligence. It examines the theories and algorithms that constitute the fundamental components of computational intelligence.

Dersin İlişkili Olduğu Sürdürülebilir Kalkınma Amaçları

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

HAFTALIK KONULAR VE İLGİLİ ÖN HAZIRLIK ÇALIŞMALARI

Hafta	Konular	Ön Hazırlık	Öğrenme Çıktısı
1	Introduction to AI Introduction to Expert Systems		LO1
2	Introduction to AI, Intelligent Agents, Examples to AI Languages	Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach, Third Ed., Prentice Hall, 2010, ISBN10: 0132124114. Michael Negnevitsky, Artificial Intelligence: A Guide to Intelligent Systems (3rd Edition) 3rd Edition	LO4
3	Problem Solving by Search I	Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach, Third Ed., Prentice Hall, 2010, ISBN10: 0132124114. Michael Negnevitsky, Artificial Intelligence: A Guide to Intelligent Systems (3rd Edition) 3rd Edition	LO1
4	Problem Solving by Search II	Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach, Third Ed., Prentice Hall, 2010, ISBN10: 0132124114. Michael Negnevitsky, Artificial Intelligence: A Guide to Intelligent Systems (3rd Edition) 3rd Edition	LO1
5	Problem Solving by Search III	Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach, Third Ed., Prentice Hall, 2010, ISBN10: 0132124114. Michael Negnevitsky, Artificial Intelligence: A Guide to Intelligent Systems (3rd Edition) 3rd Edition	LO1
6	Expert Systems I	Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach, Third Ed., Prentice Hall, 2010, ISBN10: 0132124114. Michael Negnevitsky, Artificial Intelligence: A Guide to Intelligent Systems (3rd Edition) 3rd Edition	LO2
7	Ara Sınav		-
8	Expert Systems II	Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach, Third Ed., Prentice Hall, 2010, ISBN10: 0132124114. Michael Negnevitsky, Artificial Intelligence: A Guide to Intelligent Systems (3rd Edition) 3rd Edition	LO2
9	AI: Language Processing	Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach, Third Ed., Prentice Hall, 2010, ISBN10: 0132124114. Michael Negnevitsky, Artificial Intelligence: A Guide to Intelligent Systems (3rd Edition) 3rd Edition	LO5
10	AI: Machine Learning I	Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach, Third Ed., Prentice Hall, 2010, ISBN10: 0132124114. Michael Negnevitsky, Artificial Intelligence: A Guide to Intelligent Systems (3rd Edition) 3rd Edition	LO3
11	AI: Machine Learning II	Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach, Third Ed., Prentice Hall, 2010, ISBN10: 0132124114. Michael Negnevitsky, Artificial Intelligence: A Guide to Intelligent Systems (3rd Edition) 3rd Edition	LO3
12	AI: Information Retrieval	Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach, Third Ed., Prentice Hall, 2010, ISBN10: 0132124114. Michael Negnevitsky, Artificial Intelligence: A Guide to Intelligent Systems (3rd Edition) 3rd Edition	LO5
13	Presentations		-
14	Presentations		-
15	Review of the Semester		-
16	Review of the Semester		-

Ders Kitabı	"Stuart Russell and Peter Norvig. Artificial Intelligence: A Modern Approach. Third Ed. Prentice Hall. 2010. ISBN10: 0132124114. Michael Negnevitsky. Artificial Intelligence: A Guide to Intelligent Systems (3rd Edition) 3rd Edition"
Önerilen Okumalar/Materyaller	Internet

DEĞERLENDİRME ÖLÇÜTLERİ

Yarıyıl Aktiviteleri	Sayı	Katkı Payı %	LO5	LO4	LO3	LO2	LO1
Final Sınavı	1	40	X		X		X
Ara Sınav	1	20		X		X	X
Proje	2	28	X		X		X
Küçük Sınav / Stüdyo Kritiği	3	12		X		X	X
Toplam	7	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	15	2	30
Arazi Çalışması	-	-	-
Küçük Sınav / Stüdyo Kritiği	3	4	12
Portfolyo	-	-	-
Ödev	-	-	-
Sunum / Jüri Önünde Sunum	-	-	-
Proje	-	-	-
Seminer/Çalıştay	-	-	-
Sözlü Sınav	-	-	-
Ara Sınavlar	1	20	20
Final Sınavı	1	40	40
		Toplam	150