New Media And Communication
Bachelor	TR-NQF-HE: Level 6	QF-EHEA: First Cycle	EQF-LLL: Level 6

General course introduction information

Course Code:

YMI207

Course Name:

Artificial Intelligence

Course Semester:

Fall

Course Credits:

Theoretical	Practical	Credit	ECTS
3	0	3	4

Language of instruction:

Course Requisites:

Does the Course Require Work Experience?:

Type of course:

Compulsory

Course Level:

Bachelor

TR-NQF-HE:6. Master`s Degree

QF-EHEA:First Cycle

EQF-LLL:6. Master`s Degree

Mode of Delivery:

Face to face

Course Coordinator :

Dr.Öğr.Üyesi SEMRA GEÇKİN ONAT

Course Lecturer(s):

Course Assistants:

Course Objective and Content

Course Objectives:	The aim of this course is to teach students the concepts of artificial intelligence, basic algorithms and current approaches in this field. Students will learn how artificial intelligence models problems, solution methods and real world applications.
Course Content:	Definition and history of artificial intelligence Sub-fields of artificial intelligence Current usage areas Types of Intelligence and Basic Concepts Narrow, general and super artificial intelligence Definitions of intelligence and learning AI vs Machine Learning vs Deep Learning

Learning Outcomes

The students who have succeeded in this course;

Learning Outcomes

1 - Knowledge
Theoretical - Conceptual
1) Learn the Basic Concepts of Artificial Intelligence
2 - Skills
Cognitive - Practical
1) Learn Types and Application Areas of Artificial Intelligence
2) Learn Learning Methods
3) They can develop hybrid artificial intelligence algorithms
3 - Competences
Communication and Social Competence
Learning Competence
Field Specific Competence
Competence to Work Independently and Take Responsibility

Lesson Plan

Week	Subject	Related Preparation
1)	Artificial Intelligence Introduction
2)	Definition, History and Basic Concepts of Artificial Intelligence
3)	Artificial Intelligence Types and Application Areas
4)	Classification Problems and Probabilistic Classification (Lean Bayes)
5)	Classification Problems and Example Based Classification
6)	Artificial Intelligence and Ethics
7)	Block Based Development Environments
8)	midterm exam
9)	Machine Learning and Pattern Recognition
10)	Artificial Neural Networks
11)	Developing Sample Projects in Block Based Environment
12)	Artificial Intelligence and Privacy and Security
13)	BLOCK BASED SAMPLE PROJECT DEVELOPMENT
14)
15)	general evaluation

Sources

Course Notes / Textbooks:	Yaşam 3.0: Yapay Zeka Çağında İnsan Olmak, Max Tegmark (Eser Sahibi), Ekin Can Göksoy (Çevirmen), 2019 Yapay Zeka Kitabı , Anooshirvan Miandji, 2024
References:	Artificial Intelligence By Example Denis Rothman,2018 Using Artificial Intelligence - PDF Ebook, 50 Soruda Yapay Zeka, CEM SAY, 2022

Course-Program Learning Outcome Relationship

Learning Outcomes	1	2	3	4
Program Outcomes
1) 1. communicating with digital agencies about new media projects in order to be a part of the solution. 2. Sharing the solution suggestions on communication area using qualitative and quantitative research. 3. Organizing and implementing projects and events for one'ssocial environment using the digital communication formats in a creative way.
2) 1. Acquainting oneself with technologic developments which have effect on new media area. 2. Gaining the theoretical infrastructure controling the influence flow within social media, society and digital culture. 3. Implementing digital communication on productive and strategic projects by using the right applications. 4. Wining theoretical and factual infrastructure to use data which can reach the right information in an ethical way
3) 1.Designing, strategizing and managing related processes as an active actor of the new media at the center of all transformations and changes, especially production, marketing, journalism, social relations. 2.Being able to comprehend the interdisciplinary structure of the new media and the tendency to work with traditional media such as newspapers, radio and TV, and to produce interactive content in this direction. 3.Generating a new generation of news in the context of news gathering and writing transformations; to be a new media correspondent, editor or producer in newspapers, radio or TV institutions carrying publishing activities on the Internet and mobile media. 4.Designing, producing and implementing content for public and private organizations with disciplines as public relations, trade, advertising for effective reach to target audience, productivity and competitive advantage. 5. Solving the crisis based new media at the institutions and to produce parallel strategies to the new situation. 6.Portal management, learning and implementation of stages in web design areas.
4) 1.Entrepreneurship that to be able to present thoughts and creativity in all new media platforms like web, newspaper, blog, e-commerce. 2.Informative, entertaining content production based on social existence, sharing and interaction in social media. 3.To be able to perform the profession as a team member and fulfill the responsibilities, while remaining committed to ethical values. 4.Paying attention to the fair representation of the views of all parties within the framework of accountability, equal approach to the parties and not misleading.
5) 1. Comprehension of media literacy skills in the process of news gathering. 2. Learning how to effectively use and develop new media platforms. 3. Comprehension of conceptual connections between media and politics 4. To be able to understand and question the basic principles of mass communication and the place and importance of mass communication. 5. Developing a perspective of being able to analyze and tired of economic politics, social, political and cultural influences of mass communication.
6) 1. communicating with digital agencies about new media projects in order to be a part of the solution. 2. Sharing the solution suggestions on communication area using qualitative and quantitative research. 3. Organizing and implementing projects and events for one'ssocial environment using the digital communication formats in a creative way.
7) 1. Understanding the basic principles and doctrines of communication and foprming a point of view. 2. Understanding and evaluating theoritical approach on communication. 3. Comprehension of criticism on media theories. 4. In Turkey and in the world assessing industry 4.0 strategies, Making the analysis of the practices. 5. Solving possible crises in the institutions by evaluating all technological, political and economic developments that will affect the new media field and producing parallel strategies to the new situation

Course - Learning Outcome Relationship

No Effect	1 Lowest	2 Low	3 Average	4 High	5 Highest

	Program Outcomes	Level of Contribution
1)	1. communicating with digital agencies about new media projects in order to be a part of the solution. 2. Sharing the solution suggestions on communication area using qualitative and quantitative research. 3. Organizing and implementing projects and events for one'ssocial environment using the digital communication formats in a creative way.	5
2)	1. Acquainting oneself with technologic developments which have effect on new media area. 2. Gaining the theoretical infrastructure controling the influence flow within social media, society and digital culture. 3. Implementing digital communication on productive and strategic projects by using the right applications. 4. Wining theoretical and factual infrastructure to use data which can reach the right information in an ethical way	4
3)	1.Designing, strategizing and managing related processes as an active actor of the new media at the center of all transformations and changes, especially production, marketing, journalism, social relations. 2.Being able to comprehend the interdisciplinary structure of the new media and the tendency to work with traditional media such as newspapers, radio and TV, and to produce interactive content in this direction. 3.Generating a new generation of news in the context of news gathering and writing transformations; to be a new media correspondent, editor or producer in newspapers, radio or TV institutions carrying publishing activities on the Internet and mobile media. 4.Designing, producing and implementing content for public and private organizations with disciplines as public relations, trade, advertising for effective reach to target audience, productivity and competitive advantage. 5. Solving the crisis based new media at the institutions and to produce parallel strategies to the new situation. 6.Portal management, learning and implementation of stages in web design areas.	4
4)	1.Entrepreneurship that to be able to present thoughts and creativity in all new media platforms like web, newspaper, blog, e-commerce. 2.Informative, entertaining content production based on social existence, sharing and interaction in social media. 3.To be able to perform the profession as a team member and fulfill the responsibilities, while remaining committed to ethical values. 4.Paying attention to the fair representation of the views of all parties within the framework of accountability, equal approach to the parties and not misleading.	4
5)	1. Comprehension of media literacy skills in the process of news gathering. 2. Learning how to effectively use and develop new media platforms. 3. Comprehension of conceptual connections between media and politics 4. To be able to understand and question the basic principles of mass communication and the place and importance of mass communication. 5. Developing a perspective of being able to analyze and tired of economic politics, social, political and cultural influences of mass communication.	5
6)	1. communicating with digital agencies about new media projects in order to be a part of the solution. 2. Sharing the solution suggestions on communication area using qualitative and quantitative research. 3. Organizing and implementing projects and events for one'ssocial environment using the digital communication formats in a creative way.	5
7)	1. Understanding the basic principles and doctrines of communication and foprming a point of view. 2. Understanding and evaluating theoritical approach on communication. 3. Comprehension of criticism on media theories. 4. In Turkey and in the world assessing industry 4.0 strategies, Making the analysis of the practices. 5. Solving possible crises in the institutions by evaluating all technological, political and economic developments that will affect the new media field and producing parallel strategies to the new situation	4

Learning Activity and Teaching Methods

Assessment & Grading Methods and Criteria

Written Exam (Open-ended questions, multiple choice, true-false, matching, fill in the blanks, sequencing)
Homework
Application
Presentation
Case study presentation

Assessment & Grading

Semester Requirements	Number of Activities	Level of Contribution
Midterms	1	% 40
Final	1	% 60
total		% 100
PERCENTAGE OF SEMESTER WORK		% 40
PERCENTAGE OF FINAL WORK		% 60
total		% 100

Workload and ECTS Credit Grading

Activities	Number of Activities	Duration (Hours)	Workload
Course Hours	6	5	30
Study Hours Out of Class	15	5	75
Presentations / Seminar	3	3	9
Homework Assignments	5	1	5
Midterms	1	2	2
Final	1	2	2
Total Workload			123