ELT162 Effective Use of Artificial Intelligence Tools

3 ECTS - 2-0 Duration (T+A)- 2. Semester- 2 National Credit

Information

Code ELT162
Name Effective Use of Artificial Intelligence Tools
Term 2024-2025 Academic Year
Semester 2. Semester
Duration (T+A) 2-0 (T-A) (17 Week)
ECTS 3 ECTS
National Credit 2 National Credit
Teaching Language Türkçe
Level Ön Lisans Dersi
Type Normal
Mode of study Yüz Yüze Öğretim
Catalog Information Coordinator Öğr. Gör.Dr. ALİ KEMAL UĞUR
Course Instructor
1


Course Goal / Objective

The aim of the course is to provide students with an understanding of artificial intelligence technologies, how to use these technologies effectively in various applications, and awareness of ethical and security issues that may be encountered in this process.

Course Content

Artificial Intelligence Introduction and Basic Concepts, Prompt Engineering, Prompt Patterns, Artificial Intelligence Tools and Platforms, Data Science and Data Analysis, Ethics and Security.

Course Precondition

None

Resources

Artificial Intelligence Lecture Notes, Ali Kemal UĞUR.

Notes

ChatGPT, The Magic of Digital Language, Şahap ALTINBAŞ.


Course Learning Outcomes

Order Course Learning Outcomes
LO01 Explains the basic concepts, history and development process of artificial intelligence.
LO02 Explains the differences between narrow AI, general AI, and super AI.
LO03 It creates effective and accurate prompts for artificial intelligence models.
LO04 Performs text analysis using natural language processing techniques and tools.
LO05 Effectively implements data collection, cleaning and preparation processes.
LO06 Realizes projects by installing and using popular artificial intelligence tools and platforms.
LO07 Identifies ethical and security issues that may be encountered in artificial intelligence applications.
LO08 Makes conscious and responsible decisions on ethical and security issues.


Relation with Program Learning Outcome

Order Type Program Learning Outcomes Level
PLO01 Bilgi - Kuramsal, Olgusal To have basic, up-to-date and practical knowledge about Electronic Technologies.
PLO02 Bilgi - Kuramsal, Olgusal Have knowledge about occupational health and safety, environmental awareness and quality processes.
PLO03 Beceriler - Bilişsel, Uygulamalı Follows current developments and applications for electronic technologies and uses them effectively
PLO04 Beceriler - Bilişsel, Uygulamalı Uses information technologies (software, program, animation, etc.) related to electronic technologies effectively. 5
PLO05 Beceriler - Bilişsel, Uygulamalı To be able to independently solve problems and issues related to electronic technologies with an analytical and critical approach has the ability to evaluate and propose solutions.
PLO06 Yetkinlikler - İletişim ve Sosyal Yetkinlik To be able to effectively present his/her thoughts at the level of knowledge and skills through written and oral communication and express them clearly. 3
PLO07 Yetkinlikler - Alana Özgü Yetkinlik Solving complex and unpredictable problems encountered in electronics-related applications takes responsibility as a team member. 3
PLO08 Yetkinlikler - Öğrenme Yetkinliği Has an awareness of career management and lifelong learning.
PLO09 Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği To have social, scientific, cultural and ethical values in the stages of collecting, implementing and announcing the results of data related to electronics. 4
PLO10 Yetkinlikler - İletişim ve Sosyal Yetkinlik Bir yabancı dili kullanarak Elektronik Teknolojileri ile ilgili bilgileri takip eder ve meslektaşları ile iletişim kurar 3
PLO11 Beceriler - Bilişsel, Uygulamalı It detects malfunctions that may occur in electronic devices and eliminates malfunctions.
PLO12 Beceriler - Bilişsel, Uygulamalı Develops programmes and applications by designing systems with microcontroller and PLC.
PLO13 Bilgi - Kuramsal, Olgusal Analyzes electrical-electronic circuits.
PLO14 Beceriler - Bilişsel, Uygulamalı Develops applications by designing programmes with electric motors and drive systems.
PLO15 Bilgi - Kuramsal, Olgusal Explains the operation of basic analogue and digital electronic circuits.
PLO16 Bilgi - Kuramsal, Olgusal To have basic theoretical knowledge about mathematics, science and electronics.


Week Plan

Week Topic Preparation Methods
1 Introduction and Basic Concepts Examining the course information package Öğretim Yöntemleri:
Anlatım, Soru-Cevap
2 Types of Artificial Intelligence Review of previous topics and review of reference books Öğretim Yöntemleri:
Anlatım, Soru-Cevap
3 Machine Learning Review of previous topics and review of reference books Öğretim Yöntemleri:
Anlatım, Soru-Cevap
4 Prompt Engineering Techniques 1 Review of previous topics and review of reference books Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösterip Yaptırma
5 Prompt Engineering Techniques 2 Review of previous topics and review of reference books Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösterip Yaptırma
6 Data Collection and Preparation Review of previous topics and review of reference books Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösterip Yaptırma
7 Data Cleansing Techniques Review of previous topics and review of reference books Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösterip Yaptırma
8 Mid-Term Exam Ölçme Yöntemleri:
Yazılı Sınav
9 Artificial Intelligence Tools 1 Review of previous topics and review of reference books Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösterip Yaptırma
10 Artificial Intelligence Tools 2 Review of previous topics and review of reference books Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösterip Yaptırma
11 Artificial Intelligence Tools 3 Review of previous topics and review of reference books Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Gösterip Yaptırma
12 Project Creation and Planning with Artificial Intelligence 1 Review of previous topics and review of reference books Öğretim Yöntemleri:
Anlatım, Grup Çalışması, Beyin Fırtınası
13 Project Creation and Planning with Artificial Intelligence 2 Review of previous topics and review of reference books Öğretim Yöntemleri:
Anlatım, Grup Çalışması, Beyin Fırtınası
14 Project Creation and Planning with Artificial Intelligence 3 Review of previous topics and review of reference books Öğretim Yöntemleri:
Anlatım, Grup Çalışması, Beyin Fırtınası
15 Ethics and Security in Artificial Intelligence Review of previous topics and review of reference books Öğretim Yöntemleri:
Anlatım, Soru-Cevap, Tartışma
16 Term Exams Ölçme Yöntemleri:
Yazılı Sınav
17 Term Exams Ölçme Yöntemleri:
Yazılı Sınav


Student Workload - ECTS

Works Number Time (Hour) Workload (Hour)
Course Related Works
Class Time (Exam weeks are excluded) 14 2 28
Out of Class Study (Preliminary Work, Practice) 14 2 28
Assesment Related Works
Homeworks, Projects, Others 0 0 0
Mid-term Exams (Written, Oral, etc.) 1 6 6
Final Exam 1 16 16
Total Workload (Hour) 78
Total Workload / 25 (h) 3,12
ECTS 3 ECTS

Update Time: 16.05.2024 02:29