Anesthesia (Evening Education)
Associate TR-NQF-HE: Level 5 QF-EHEA: Short Cycle EQF-LLL: Level 5

Course Introduction and Application Information

Course Code: UNI050
Course Name: Introduction to Artificial Intelligence
Semester: Spring
Course Credits:
ECTS
5
Language of instruction: Turkish
Course Condition:
Does the Course Require Work Experience?: No
Type of course: University Elective
Course Level:
Associate TR-NQF-HE:5. Master`s Degree QF-EHEA:Short Cycle EQF-LLL:5. Master`s Degree
Mode of Delivery: E-Learning
Course Coordinator: Doç. Dr. ŞEBNEM ÖZDEMİR
Course Lecturer(s): Dr. Öğr. Üyesi Şebnem Özdemir
Course Assistants:

Course Objective and Content

Course Objectives: Understanding the development, context and methods of artificial intelligence via different examples in different fields
Course Content: The goal of this course for each student is:
To learn the concept of artificial intelligence, used methods and related application issues with different field examples.

Learning Outcomes

The students who have succeeded in this course;
1) Knows the concept of artificial intelligence
2) Explains the methods with their similarities and dissimilarities
3) Explains the social effect of AI and policy of the countries
4) Defines the issues in artificial intelligence such as explainability and bias
5) Define a real life problem and designs a theoretical solution for it by using AI

Course Flow Plan

Week Subject Related Preparation
1) Historical Evolution of Artificial Intelligence (AI)
2) Concepts and Methods in AI: A Simple Artificial Neural Network Design, Artificial Narrow Intelligence, Artificial Super Intelligence, Artificial General Intelligence
3) Concepts and Methods in AI: Machine Learning, Deep Learning
4) Concepts and Methods in AI: Machine Learning, Deep Learning
5) Concepts and Methods in AI: NLP, Machine Translation
6) Concepts and Methods in AI: Computer Vision
7) Concepts and Methods in AI: Expert Systems, Robotic, Optimization
8) MID-TERM EXAMS
9) Issues and Critic Concepts in AI: Bias
10) Issues and Critic Concepts in AI: Explainablity, Fairness, Accountability
11) Different Fields Applications of AI
12) Different Fields Applications of AI
13) AI for More Accessible World: Supporting the Disadvantageous Group with AI
14) Future AI Strategies, Plans and Regulations of the Countries

Sources

Course Notes / Textbooks: Ek kaynak ihtiyacı bulunmamaktadır. - There is no need for additional resources.
References: Ek kaynak ihtiyacı bulunmamaktadır. - There is no need for additional resources.

Course - Program Learning Outcome Relationship

Course Learning Outcomes

1

2

3

4

5

Program Outcomes
1) Anesthesia technician has professional consciousness.
2) He/She knows the duties, authorities and responsibilities of the anesthesia technician and exhibits ethical behaviors that will carry out harmonious teamwork in the operating room.
3) He/She has the basic knowledge, skills and equipment suitable to the contemporary health technician approach, to be able to carry out communication with the patient, to take responsibility and to develop solutions when faced with an unforeseen situation related to the field.
4) Without giving any harm to patients,he/she gives importance to hygiene asepsis-antisepsis, sterilization, contamination and infection with the basic knowledge about the health care work environment.
5) He/She recognizes and uses the medical terms used in anesthesia applications.
6) He/She knows the basic structure and functions of human body and biochemical mechanisms and uses them in their professional studies.
7) He/She has information about basic anatomy and diseases related to systems.
8) While applying his / her profession, he / she can benefit from appropriate information sources and information technologies.
9) He/She has awareness of lifelong learning.
10) He/She follows information in the field by using a foreign language at least at the level of European Language Portfolio A2 General Level.
11) He/She has knowledge about ethical principles and rules in the field.
12) He/She uses information and communication technologies together with computer software at the basic level of at least European Computer Driving License required by the field.
13) He/She has internalized team work, has the knowledge of basic anesthetic pharmacology and performs anesthetic and analgesic applications together with anesthesia physician.
14) To have general first aid knowledge and to show proper approach and correct application skills in emergency situations.
15) He/She has the necessary discipline for team work and carries out activities for the development of employees under its responsibility.

Course - Learning Outcome Relationship

No Effect 1 Lowest 2 Average 3 Highest
       
Program Outcomes Level of Contribution
1) Anesthesia technician has professional consciousness.
2) He/She knows the duties, authorities and responsibilities of the anesthesia technician and exhibits ethical behaviors that will carry out harmonious teamwork in the operating room.
3) He/She has the basic knowledge, skills and equipment suitable to the contemporary health technician approach, to be able to carry out communication with the patient, to take responsibility and to develop solutions when faced with an unforeseen situation related to the field.
4) Without giving any harm to patients,he/she gives importance to hygiene asepsis-antisepsis, sterilization, contamination and infection with the basic knowledge about the health care work environment.
5) He/She recognizes and uses the medical terms used in anesthesia applications.
6) He/She knows the basic structure and functions of human body and biochemical mechanisms and uses them in their professional studies.
7) He/She has information about basic anatomy and diseases related to systems.
8) While applying his / her profession, he / she can benefit from appropriate information sources and information technologies.
9) He/She has awareness of lifelong learning.
10) He/She follows information in the field by using a foreign language at least at the level of European Language Portfolio A2 General Level.
11) He/She has knowledge about ethical principles and rules in the field.
12) He/She uses information and communication technologies together with computer software at the basic level of at least European Computer Driving License required by the field.
13) He/She has internalized team work, has the knowledge of basic anesthetic pharmacology and performs anesthetic and analgesic applications together with anesthesia physician.
14) To have general first aid knowledge and to show proper approach and correct application skills in emergency situations.
15) He/She has the necessary discipline for team work and carries out activities for the development of employees under its responsibility.

Assessment & Grading

Semester Requirements Number of Activities Level of Contribution
Project 1 % 30
Midterms 1 % 30
Final 1 % 40
total % 100
PERCENTAGE OF SEMESTER WORK % 60
PERCENTAGE OF FINAL WORK % 40
total % 100

Workload and ECTS Credit Calculation

Activities Number of Activities Preparation for the Activity Spent for the Activity Itself Completing the Activity Requirements Workload
Course Hours 14 2 2 56
Study Hours Out of Class 14 2 28
Project 1 10 1 11
Midterms 1 10 1 11
Final 1 20 1 21
Total Workload 127