Artificial Intelligence Operation | Meslek Yüksekokulu | Hasan Kalyoncu Üniversitesi

VOCATIONAL SCHOOL

Artificial Intelligence Operation

Vocational School · Department of Electronics and Automation

The semester-by-semester curriculum of the program is shown below. The Current Curriculum is taken from the program Information Package; click a course name to open its course information package. Course names not available in English in the Information Package are shown with their official Turkish names. T: theory, U: practice (weekly hours), C/E: compulsory/elective.

About the Program

Our Mission

To provide students with theoretical knowledge of artificial intelligence systems, so that they can take part in the installation, operation and basic maintenance processes of these systems.

Our Vision

To train technical personnel who can work in institutions and companies that develop or use AI-based applications, and to equip them with qualified skills to manage AI operations.

Our Outlook on the Future

No English description is available for this course.

No English description is available for this course.

In the future;

No English description is available for this course.

Our basic goal is for our students, who will be the field representatives of technology production, to grow up as individuals who can compete on a national and international scale and contribute to the developing artificial intelligence ecosystem.

Message from the Program Head

Öğr. Gör. Cansu OĞUZ

Dear Students,

No English description is available for this course.

No English description is available for this course.

Upon graduation, in companies that develop or use artificial intelligence technologies;

  • AI system operator, data application technician, test and maintenance specialist such as duties in which they can take part,
  • With advanced graduate education, you will be able to deepen your expertise in this field.

In this age in which artificial intelligence is shaping the future, a program that does not merely steer the future, but designs it together if you wish to take part, you are in the right place.

At Hasan Kalyoncu University Vocational School, you will graduate with a strengthened academic and technical foundation, as individuals with command of both the field and the sector.

Invest in your future from today. Let us discover the power of artificial intelligence together.

With kind regards, Program Head, Artificial Intelligence Operation Program

Hasan Kalyoncu University Vocational School

Lect. Cansu OĞUZLecturer

Program Educational Objectives

  1. 1Training graduates with sufficient technical knowledge of the basic concepts, working principles and areas of use of artificial intelligence, machine learning and deep learning technologies.
  2. 2Training individuals who can use basic software tools, programming languages and development environments used in artificial intelligence applications.
  3. 3Training individuals who can collect, organize and preprocess data for use in artificial intelligence systems, and carry out basic data analysis operations.
  4. 4Training individuals who recognize machine learning and deep learning methods, can apply basic models using appropriate tools, and can evaluate model results.
  5. 5To train individuals who can recognize the core technologies used in different artificial intelligence application areas such as image processing, natural language processing and generative artificial intelligence, and who can support the implementation of these technologies.
  6. 6Training individuals with the technical knowledge and skills to contribute to the development, testing, operation and improvement processes of artificial intelligence-supported applications.
  7. 7Training individuals who have knowledge of databases, APIs and basic software integration methods used in artificial intelligence applications, and who can carry out basic operations for the use of these technologies.
  8. 8Training individuals who can think data-driven, select suitable tools and methods, and contribute to solution processes in solving basic problems encountered in artificial intelligence applications.
  9. 9Training individuals who are aware of data privacy, information security, personal data protection, professional ethics, responsible artificial intelligence and related legal regulations in the use of artificial intelligence technologies.
  10. 10Raising individuals who are inclined to teamwork, can work across disciplines, follow technological developments, are open to continuously improving their professional knowledge and skills, and can express their thoughts effectively in writing and orally.

Program Outcomes

  1. 1Having knowledge of the basic mathematical, statistical and algorithmic infrastructure of artificial intelligence systems, and being able to use this knowledge in solving artificial intelligence problems.
  2. 2Being able to design and develop artificial intelligence-based systems, models and processes in line with the given requirements.
  3. 3Being able to effectively use the programming languages, software development environments, libraries and modern software tools required for artificial intelligence applications.
  4. 4Being able to determine suitable data sets for use in artificial intelligence applications, and to carry out data collection, cleaning, preprocessing and data analysis processes.
  5. 5Being able to build, train and evaluate machine learning and deep learning models, and to make the necessary improvements by monitoring their performance.
  6. 6Having basic knowledge of hardware, cloud-based platforms and accelerator technologies used in artificial intelligence systems, and being able to use them in line with application requirements.
  7. 7Being able to analyze the causes of problems encountered in artificial intelligence applications, determine appropriate solution methods, and use theoretical knowledge in application and project work.
  8. 8Being able to take responsibility as an individual and as a team member in artificial intelligence projects; being able to integrate knowledge obtained from different disciplines and to present project results supported by qualitative and quantitative data.
  9. 9Being able to act in line with ethical, legal, social responsibility, data privacy, information security and professional ethical principles in the development and use of artificial intelligence technologies.
  10. 10Having command of technical terminology in the field of artificial intelligence and the proficiency to understand technical documents in a foreign language at a basic level; following current developments, trends and new technologies and using the knowledge acquired in their professional development.

Program Faculty

Management

Academic Staff

Öğr. Gör. Ömer KARAGÖZ

Lect. Ömer KARAGÖZLectureromer.karagoz@hku.edu.tr0(342) 211 8080Curriculum Vitae (CV)Office hours: 13.30-15.30 / Tuesday / SFL 208 (Office)
Öğr. Gör. Mehmet NACAR

Lect. Mehmet NACARLecturermehmet.nacar@hku.edu.tr0(342) 211 8080Curriculum Vitae (CV)Office hours: 13.40-15.40 / Wednesday / SFL 208 (Office)
Öğr. Gör. Cansu OĞUZ

Lect. Cansu OĞUZLecturercansu.oguz@hku.edu.tr0(342) 211 8080Curriculum Vitae (CV)Office hours: 13.30-15.30 / Monday / SFL 207 (Office)

Administrative Staff

FÇ

Filiz ÇETİNDAŞSchool Secretaryfiliz.yildiz@hku.edu.tr0(342) 211 8080 –1100
CT

Ceren TEKDepartment Secretaryceren.tek@hku.edu.tr0(342) 211 8080– 1100

Current Curriculum

Year 1 (Semesters 1 and 2)

Semester 1

Code Course C/E T U Credits ECTS Prerequisite
AİİT101 Atatürk`s Principles and the History of the Revolution I C 2 0 – 2 –
INT100 Introduction to University Life C 1 0 – 1 –
İNG127 English I C 2 0 – 2 –
TÜR101 Turkish Language and Literature I C 2 0 – 2 –
YPZ121 Algorithm and Programming I C 3 2 – 6 –
YPZ123 Introduction to Artificial Intelligence C 3 0 – 5 –
YPZ125 Basic Information Technologies C 3 2 – 5 –
YPZ127 Maths C 3 0 – 4 –
Artificial Intelligence Operation Technical Elective I – number of course groups: 1 E – – – 3 –
YPZ129 Artificial Intelligence Operator Technical Elective I E 2 0 – 3 –
YPZ131 Etkili İletişim ve Sunum Teknikleri E 2 0 – 3 –
YPZ133 Üretken Yapay Zeka E 2 0 – 3 –
YPZ135 Toplam Kalite Yönetimi E 2 0 – 3 –

Semester 2

Code Course C/E T U Credits ECTS Prerequisite
AİİT102 Atatürk ` s Principles and the History of the Revolution II C 2 0 – 2 –
İNG130 English II C 2 0 – 2 –
TÜR102 Turkish Language and Literature II C 2 0 – 2 –
YPZ120 Algorithms and Programming II C 3 2 – 6 –
YPZ122 Discrete Mathematics C 3 0 – 4 –
YPZ124 Introduction to Data Science C 3 2 – 6 –
YPZ126 Project Management and Applications C 3 2 – 5 –
Artificial Intelligence Operation Technical Elective II – number of course groups: 1 E – – – 3 –
YPZ128 Artificial Intelligence Operations Technical Elective II E 2 0 – 3 –
YPZ130 Yapay Zeka Uygulamaları E 2 0 – 3 –
YPZ132 Güvenli Web Yazılımı Geliştirme E 2 0 – 3 –
YPZ134 Görüntü İşleme Teknikleri E 2 0 – 3 –

Year 2 (Semesters 3 and 4)

Semester 3

Code Course C/E T U Credits ECTS Prerequisite
YPZ221 Data Structures and Algorithms C 3 2 – 6 –
YPZ223 Artificial Neural Networks and Deep Learning C 3 2 – 6 –
YPZ225 Object Oriented Programming C 3 2 – 6 –
YPZ227 Simulation and Modeling C 3 2 – 6 –
Artificial Intelligence Operation Technical Elective III – number of course groups: 1 E – – – 3 –
YPZ229 Artificial Intelligence Operations Technical Elective III E 2 0 – 3 –
YPZ231 Metin Madenciliği E 2 0 – 3 –
YPZ233 Doğal Dil İşleme E 2 0 – 3 –

Semester 4

Code Course C/E T U Credits ECTS Prerequisite
YPZ250 Vocational Training at the Workplace C 0 0 – 30 –

Previous Plan (site version)

Year 1

Semester 1

First Semester *
Course Code Course Title T U UK ECTS
İNG101 English I 2 0 2 2
TÜR101 Turkish Language and Literature I 2 0 2 2
AİİT101 Principles of Atatürk and History of Turkish Revolution I 2 0 2 2
YPZ101 Basic Programming I 3 2 4 6
YPZ103 Introduction to Artificial Intelligence 3 0 3 5
YPZ105 Data Science 3 2 4 5
YPZ107 Mathematics 3 0 3 5
Field Elective 2 0 2 3
Total 20 4 22 30

Semester 1 Elective Courses

First Semester Elective Course Pool
Course Code Course Title
YPZ109 Bilişim Hukuku
YPZ111 Ethical Conduct
YPZ113 Etkili İletişim ve Sunum Teknikleri
YPZ115 Metin Madenciliği
YPZ117 Artificial Intelligence and Security

Semester 2

Second Semester *
Course Code Course Title T U UK ECTS
İNG102 English II 2 0 2 2
TÜR102 Turkish Language and Literature II 2 0 2 2
AİİT102 Principles of Atatürk and History of Turkish Revolution II 2 0 2 2
YPZ102 Basic Programming II 3 2 4 5
YPZ104 Artificial Intelligence and Cloud Technologies 2 3 4 4
YPZ106 Data Structures and Algorithms 3 2 4 4
YPZ108 Artificial Intelligence and Sensors 2 2 3 3
YPZ110 Summer Internship 0 0 0 5
Field Elective 2 0 2 3
Total 18 9 23 30

Semester 2 Elective Courses

Second Semester Elective Course Pool
Course Code Course Title
YPZ112 Artificial Intelligence and Ethics
YPZ114 Internet of Things
YPZ116 Learning Algorithms
YPZ118 Artificial Intelligence Applications in Cybersecurity
YPZ120 Artificial Intelligence Hardware

Year 2

Semester 3

Third Semester *
Course Code Course Title T U UK ECTS
YPZ201 Simulation and Modeling 2 3 4 6
YPZ203 Artificial Neural Networks and Deep Learning 3 2 4 6
YPZ205 Object-Oriented Programming I 3 2 4 6
YPZ207 Project Management and Applications 3 2 4 6
Field Elective 2 0 2 3
Free Elective 2 0 2 3
Total 15 9 20 30

Semester 3 Elective Courses

Third Semester Elective Course Pool
Course Code Course Title
YPZ209 Algorithmic Game Design
YPZ211 Artificial Intelligence Web Applications
YPZ213 Prompt Engineering
YPZ001 Artificial Intelligence in Health Applications
YPZ003 Information Security in AI Applications

Semester 4

Fourth Semester *
Course Code Course Title T U UK ECTS
YPZ204 Success Analysis in Artificial Intelligence Systems 2 3 4 6
YPZ206 Object-Oriented Programming II 3 2 4 6
YPZ208 Graduation Project 0 18 9 12
Field Elective 2 0 2 3
Free Elective 2 0 2 3
Total 9 23 21 30

Semester 4 Elective Courses

Fourth Semester Elective Course Pool
Course Code Course Title
YPZ210 Current Artificial Intelligence Applications
YPZ212 Görüntü İşleme Teknikleri
YPZ214 Üretken Yapay Zeka
YPZ002 Network Security
YPZ004 Statistics and Probability

Previous Contents

Course Contents (current version on the site)

Year 1

Semester 1

YPZ101Basic Programming IT-U 3-2 · Kredi 4 · AKTS 6

No English description is available for this course.

YPZ103Introduction to Artificial IntelligenceT-U 3-0 · Kredi 3 · AKTS 5

No English description is available for this course.

YPZ105Data ScienceT-U 3-2 · Kredi 4 · AKTS 5

No English description is available for this course.

YPZ107MathematicsT-U 3-0 · Kredi 3 · AKTS 5

No English description is available for this course.

ING101English IT-U 2-0 · Kredi 2 · AKTS 2

İçerik: Temel düzeyde okuma, yazma ve dinleme bilgisinin geliştirilmesine yönelik çalışmalar.

TUR101Turkish Language and Literature IT-U 2-0 · Kredi 2 · AKTS 2

No English description is available for this course.

AİİT101Principles of Atatürk and History of Turkish Revolution IT-U 2-0 · Kredi 2 · AKTS 2

No English description is available for this course.

YPZ109Bilişim HukukuT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ111Ethical ConductT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ113Etkili İletişim ve Sunum TeknikleriT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ115Metin MadenciliğiT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ117Artificial Intelligence and SecurityT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

Semester 2

ING102English IIT-U 2-0 · Kredi 2 · AKTS 2

İçerik: Past simple tense; count and uncount nouns; comparatives and superlatives; present continuous tense; going to; question forms; present perfect tense; ever and never; just and yet; present perfect and simple past tense konuları ders içeriğinde yer almaktadır.

TUR102Turkish Language and Literature IIT-U 2-0 · Kredi 2 · AKTS 2

No English description is available for this course.

AİİT102Principles of Atatürk and History of Turkish Revolution IIT-U 2-0 · Kredi 2 · AKTS 2

No English description is available for this course.

YPZ102Basic Programming IIT-U 3-2 · Kredi 4 · AKTS 5

No English description is available for this course.

YPZ104Yapay Zeka ve Bulut TeknolojileriT-U 2-3 · Kredi 4 · AKTS 4

No English description is available for this course.

YPZ106Data Structures and AlgorithmsT-U 3-2 · Kredi 4 · AKTS 4

No English description is available for this course.

YPZ108Yapay Zeka ve SensörlerT-U 2-2 · Kredi 3 · AKTS 3

No English description is available for this course.

YPZ110Summer InternshipT-U 0-0 · Kredi 0 · AKTS 5

Bu ders için ayrıntı kaydı bulunmamaktadır.

YPZ112Yapay Zeka ve EtikT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ114Internet of ThingsT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ116Learning AlgorithmsT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ118Artificial Intelligence Applications in CybersecurityT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

Year 2

Semester 3

YPZ201Simulation and ModelingT-U 2-3 · Kredi 4 · AKTS 6

No English description is available for this course.

YPZ203Artificial Neural Networks and Deep LearningT-U 3-2 · Kredi 4 · AKTS 6

No English description is available for this course.

YPZ205Nesne Tabanlı Programlama IT-U 3-2 · Kredi 4 · AKTS 6

No English description is available for this course.

YPZ207Project Management and ApplicationsT-U 3-2 · Kredi 4 · AKTS 6

No English description is available for this course.

YPZ209Algorithmic Game DesignT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ211Artificial Intelligence Web ApplicationsT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ213Prompt EngineeringT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ001Artificial Intelligence in Health ApplicationsT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ003Information Security in AI ApplicationsT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

Semester 4

YPZ204Success Analysis in Artificial Intelligence SystemsT-U 2-3 · Kredi 4 · AKTS 6

No English description is available for this course.

YPZ206Nesne Tabanlı Programlama IIT-U 3-2 · Kredi 4 · AKTS 6

No English description is available for this course.

YPZ208Graduation ProjectT-U 0-18 · Kredi 9 · AKTS 12

Bu ders için ayrıntı kaydı bulunmamaktadır.

YPZ210Current Artificial Intelligence ApplicationsT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ212Görüntü İşleme TeknikleriT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ004Statistics and ProbabilityT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ214Üretken Yapay ZekaT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

YPZ002Network SecurityT-U 2-0 · Kredi 2 · AKTS 3

No English description is available for this course.

Stakeholder and Advisory Board

Frequently Asked Questions

What is the Duration of Study?

2 years.

What Is the Degree Awarded?

Associate Degree.

What Should the Score Type Be?

TYT.

What is the Language of Instruction?

Turkish.

Are you interested in the Artificial Intelligence Operation program?You can find program information in the Information Package, and registration and application information on the prospective student page.

Information Package

Prospective Student