Akademik Dersler - Tanıtım


Code - Course Title	RYZ2004 - Deep Learning
Course Type	Required Courses
Language of Instruction	Türkçe
Laboratory + Practice	2+1
ECTS	3.0
Course Instructor(s)	ARAŞTIRMA GÖREVLİSİ Melike ÖZMEN ARSLAN
Mode of Delivery	Face-to-face
Prerequisites
Courses Recomended
Recommended Reading List
Assessment methods and criteria
Work Placement
Sustainability Development Goals

Weeks	Topics
Week - 1	Introduction and Basic Concepts
Week - 2	Artificial Neural Networks and Back Propagation Algorithm
Week - 3	Convolutional Neural Networks
Week - 4	Deep Natural Language Processing
Week - 5	Recurrent Neural Networks
Week - 6	Derin Öğrenme Modellerinin Eğitimi ve Değerlendirilmesi
Week - 7	Activation Functions and Loss Functions
Week - 8	Deep Learning Applications: Image Classification
Week - 9	Deep Learning Applications: Object Recognition
Week - 10	Deep Learning Practices: Emotion Analysis and Text Classification
Week - 11	Deep Learning Applications: Voice Recognition
Week - 12	Transfer Learning and Model Improvement
Week - 13	Deep Learning and Ethical Issues
Week - 14	Deep Learning Practice and Project

Assessment Method and Passing Requirements
	Quamtity	Percentage (%)
Toplam (%)		0