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Computer Education

For more details on the courses, please refer to the Course Catalog

교육과정
Code Course Title Credit Learning Time Division Degree Grade Note Language Availability
CHS7002 Machine Learning and Deep Learning 3 6 Major Bachelor/Master/Doctor Challenge Semester - No
This course covers the basic machine learning algorithms and practices. The algorithms in the lectures include linear classification, linear regression, decision trees, support vector machines, multilayer perceptrons, and convolutional neural networks, and related python pratices are also provided. It is expected for students to have basic knowledge on calculus, linear algebra, probability and statistics, and python literacy.
CHS7003 Artificial Intelligence Application 3 6 Major Bachelor/Master/Doctor Challenge Semester - No
Cs231n, an open course at Stanford University, is one of the most popular open courses on image recognition and deep learning. This class uses the MOOC content which is cs231n of Stanford University with a flipped class way.  This class requires basic undergraduate knowledge of mathematics (linear algebra, calculus, probability/statistics) and basic Python-based coding skills. The specific progress and activities of the class are as follows. 1) Listening to On-line Lectures (led by learners) 2) On-line lecture (English) Organize individual notes about what you listen to 3) On-line lecture (English) QnA discussion about what was listened to (learned by the learner) 4) QnA-based Instructor-led Off-line Lecture (Korean) Lecturer 5) Team Supplementary Presentation (Learner-led)   For each topic, learn using the above mentioned steps from 1) to 5). The grades are absolute based on each activity, assignment, midterm exam and final project.   Class contents are as follows. - Introduction Image Classification Loss Function & Optimization (Assignment # 1) - Introduction to Neural Networks - Convolutional Neural Networks (Assignment # 2) - Training Neural Networks - Deep Learning Hardware and Software - CNN Architectures-Recurrent Neural Networks (Assignment # 3) - Detection and Segmentation - Generative Models - Visualizing and Understanding - Deep Reinforcement Learning - Final Project.   This class will cover the deep learning method related to image recognitio
COE2001 Intelligent Information Society and AI Ethics 3 6 Major Bachelor 1-2 Education Korean Yes
With the development of artificial intelligence, the information society is entering the intelligent information society. The social benefits brought by artificial intelligence are expected to be substantial. However, recently, ethical issues have arisen in various systems with artificial intelligence installed. In particular, unfairness or reliability issues that overwhelm profits are a threat to the intelligent information society itself. The positive and negative aspects of artificial intelligence are considered and problems are identified. In addition, we will examine the ethical principles and guidelines for artificial intelligence, and consider practical countermeasures through the evaluation of artificial intelligence systems.
COE3001 School Based Experience & Learning I 2 4 Major Bachelor 3-4 Education - No
The students of the college of education visit secondary schools and tutor slow learners or help teachers' school works to develop their dispositions for good teachers.
COE3002 School Based Experience & Learning II 3 6 Major Bachelor 3-4 Education Korean Yes
The students of the college of education visit secondary schools and tutor slow learners or help teachers' school works to develop their dispositions for good teachers.
COE3003 School Based Experience & Learning III 4 8 Major Bachelor 3-4 Education - No
The students of the college of education visit secondary schools and tutor slow learners or help teachers' school works to develop their dispositions for good teachers.
COE3004 School Based Experience & Learning IV 5 10 Major Bachelor 3-4 Education - No
The students of the college of education visit secondary schools and tutor slow learners or help teachers' school works to develop their dispositions for good teachers.
COE3005 Improvement of Teacher’s Spirit and Professionalism 1 2 Major Bachelor 3 Education - No
This course is designed for the student teachers who will be the leaders in the future Korean educational system to develop the spirit and the professionalism of teachers. This course is the common major for the undergraduate in education department and cosists of lectures and practicum in educational setting which include guiding students, teaching in real educational setting.
COE3006 Education of Teaching How-to-write 2 4 Major Bachelor 3 Education - No
Currently, writing skills are becoming more and more important because Korean middle and high school system started to require their students to improve writing skills and therefore the entrance exams for becoming teachers will include the related area as one of the topics. This course designed for undergraduate students to develop the ability to teach middle and high students how to write and the knowledge of Writing Education system.
COE3008 School Based Experience & Learning V 9 18 Major Bachelor Education Korean Yes
The students of the college of education visit secondary schools and tutor slow learners or help teachers' school works to develop their dispositions for good teachers.
COE3010 Education Individual ResearchⅠ 2 4 Major Bachelor 3-4 Education Korean Yes
This is an independent study course for students who have finished an excellent accomplishment of the course requirements and designed for giving credits which make an excellent record to the students for their research works.
COE3011 Education Individual ResearchⅡ 2 4 Major Bachelor 3-4 Education - No
This is an independent study course for students who have finished an excellent accomplishment of the course requirements and designed for giving credits which make an excellent record to the students for their research works.
COE3012 Education Individual ResearchⅢ 2 4 Major Bachelor 3-4 Education - No
This is an independent study course for students who have finished an excellent accomplishment of the course requirements and designed for giving credits which make an excellent record to the students for their research works.
COM2002 Basic Programming 3 6 Major Bachelor 1 Korean Yes
This course would be helpful when you deal with some program components, including flow chart, equation expression, I/O control, interaction, parameter passing, type declaration and subprogram. And they are applied to put into practice.
COM2003 Computer Education 3 6 Major Bachelor 1-2 Korean Yes
We learn the relationship of education and computer, and study the necessity of education with a computer. Through the use of a computer, we learn educational method.