Search results: 341
- Teacher: Olanrewaju Adekoya
- Teacher: Mary Agoyi
- Teacher: Oluwajana Dokun
- Teacher: Gorkem Akdur
- Teacher: Ertan Akun
- Teacher: Keyvan Bahlouli
- Teacher: Nihal Bayir
- Teacher: Omer Damdelen
- Teacher: Hilmi DIndar
- Teacher: Melike Direkoglu
- Teacher: Neyre Ersoy
- Teacher: Parvaneh EsmaIlI
- Teacher: Dogus Hurdoganoglu
- Teacher: Shihab Ibrahim
- Teacher: Saeid Kamkar
- Teacher: Mehrnoush Kohandel
- Teacher: Mehmet Kusaf
- Teacher: Mustafa Mulla
- Teacher: Huseyin NasIfoGlu
- Teacher: Mazyar Nejad
- Teacher: Ali Oztemir
- Teacher: Salahi PehlIvan
- Teacher: Ayse Pekrioglu
- Teacher: Pwadubashiyi PwavodI
- Teacher: Sara Salehi
- Teacher: Devrim Seral
- Teacher: Ali Shefik
- Teacher: Fuat Uyguroglu
- Teacher: Ali Zeki
This course introduces the basic knowledge of embedded systems on programmable chips. The given information will help to develop the ability to understand the concept of embedded systems in offline and online applications. The main aim of this course is to give students not only theoretical knowledge but also practical knowledge about different embedded systems. In addition, the common features of embedded systems and partitioning features such as inputs, outputs, interrupts, and scheduling techniques will be covered in the course. Depending on the different embedded system types, these systems will be programmed using the relevant programming languages. Finally, various hardware-software designs and development tools will be introduced to broaden students' fundamental knowledge.
- Teacher: Parvaneh EsmaIlI
Course Description: Pattern Recognition is a fundamental area of study within the field of artificial intelligence and machine learning, focusing on the automatic discovery and identification of regularities or patterns in data. This course provides an in-depth exploration of the principles, techniques, and applications of pattern recognition.
Course Objectives:
- To introduce students to the basic concepts and terminology of pattern recognition.
- To familiarize students with various pattern recognition techniques and algorithms.
- To develop students' understanding of the theoretical foundations underlying pattern recognition.
- To enable students to apply pattern recognition techniques to solve real-world problems across diverse domains.
- To provide students with hands-on experience through practical assignments and projects.
Topics Covered:
- Polynomial Regression Analysis
- Logistic Regression (binary, categorical and multi-label classifications)
- Decision Tree
- Ensemble Learning Methods
- Support Vector Machines (SVM)
- Clustering Techniques (Kmeans, SOM)
- Multi-Layer Perceptron (MLP) - Backpropagation Algorithm
- Radial Basis Function Network (RBFN)
- Recurrent Neural Network (LSTM, GRU, Elman Network, Bi-directional layers)
- Deep Convoutional Neural Network (DCNN)
- Transfer Learning
- Teacher: Emre Ozbilge
In this course, fundamental concepts and applications of information retrieval and natural language processing will be discussed. Students will gain knowledge on information retrieval (IR) techniques (tf-idf, BM25, etc.), data models (i.e. vector space model, probabilistic models, word2vec, GloVe) for IR, Semantic Web for data representation and retrieval. In addition, students will gain knowledge on theory (i.e. stemming, morphological, syntactic, semantic analysis, etc.) and applications (i.e. document clustering, question answering, sentiment analysis, etc.) of Natural Language Processing (NLP). Furthermore, students will investigate recent trends of deep learning for IR and NLP, such as neural networks, transformers, attention networks, graph convolutional neural networks, LSTM and Bidirectional Encoder Representations from Transformers (BERT). By the end of the course students will learn both theoretical and applications of IR and NLP. In addition, student will choose a topic, and will have hands-on experience by developing a project in a relevant field.
This course explores the history, theory, and application of propaganda and media persuasion techniques. Students will analyze how media is used to influence public opinion, with a focus on political, commercial, and social campaigns. Through examining historical case studies, modern digital media, and ethical considerations, students will gain a deeper understanding of manipulation tactics such as emotional appeals, media framing, and misinformation. The course emphasizes critical thinking, enabling students to identify and deconstruct persuasive messages in various media. By the end of the course, students will develop the skills to both analyze and ethically create persuasive media campaigns.
- Teacher: Eda Akkor
This course provides an overview of the concepts, methods, and tools by which communication research is designed, conducted, interpreted, and critically evaluated. The primary goals
of this course are to help you become a knowledgeable consumer and a limited producer of communication research as you develop skills in gathering, organizing, interpreting and presenting research information using competent and ethically defensible methods.
The following objectives will help you reach these goals:
(1) master the concepts and technical vocabulary of communication research, and be able to use this language appropriately;
(2) comprehend the relationship between theory and research methods in the study of communication as a social science;
(3) assess the ethical choices of researchers in conducting and presenting research;
(4) compare and contrast four major research methods (experimental, survey, textual analysis, and
naturalistic inquiry) used to investigate communication behavior;
(5) develop skills necessary for conducting communication research;
(6) develop the ability to clearly communicate, both orally and in writing, the findings of original communication research to a lay audience; and
(7) become an intelligent consumer of research—able to read, understand, explain and critically evaluate communication and other research reported
in scholarly journals as well as in the popular press.
- Teacher: Dilan Ciftci
In this class, students will explore and understand the interrelationships among lifestyle, workplace, and career planning. During the class, students will examine models and theories of career development and forces that shape career-decision making from
pre-school through retirement. In addition, this course will provide sources of career information relevant to educators,
human resource specialists and counselors. The goal of this course is to help students understand career development theories and approaches, learn
to utilize career assessments, access career information, and examine the impact of career on
the lives of individuals with whom they will be working, as well as reflect on their own
personal/professional career development.
The master's thesis is an individual research paper, which should meet the general requirements for scientific publication. The purpose of the master's thesis is to conduct an analysis of a research question within the field of counseling psychology and present the results of your analysis.
The master's thesis should have a precise:
- Research question.
- Appropriate methods.
- A systematic argument.
It allows for normative or descriptive treatment of empirical as well as theoretical issues.
You will be personally responsible for deciding the theme, research question and method of investigation and for undertaking the research.
You are welcome to contact relevant members of the scientific staff to get advice on the choice of topic and research projects before you apply for a supervisor.
Şerife Özbiler
- Teacher: Gurcan Ozhan
Well-developed social interaction skills are critical for developing positive self-esteem, building relationships, and ultimately for acceptance into society. To communicate effectively with others, establish friendships, positive social relationships, and be perceived as a likable human being, a person must demonstrate good social skills. Inherent in social interaction are the verbal or signed expressive and receptive language skills required to carry on a conversation. Understanding and using nonverbal communication skills—the nuances of facial expressions and body language—are also critical social skills used to convey different emotions and feelings. Social interaction skills are essential for engaging with others throughout the lifespan. This course will examine key elements involved in the development of social relationships and interactions.