Artificial Intelligence Systems

Chapter 1 General Rule

Article 1 (Purpose)

The purpose of these Terms and Conditions shall be that the customer (hereinafter referred to as "Member") using all member information services (hereinafter referred to as "Service") provided by the K-MOOC (hereinafter referred to as the "Site") operated by the National Institute for Lifelong Education (hereinafter referred to as NILE) and the 'Site' specify the terms and procedures and other necessary matters regarding the use of the 'Services'.

Article 2 (Effect and Change of Terms)

1. This Agreement will be effective when the Member clicks the "Agree" button in response to the question "Do you agree with the Terms?"

2. The 'Site' may change these Terms and Conditions, and the modified Terms will be announced to 'Member's for 7 days prior to the effective date and will be effective on the applicable date'

3. If 'Member' does not agree to the modified terms, 'Member' may stop using the 'Service' and withdraw. If 'Member' continues to use the 'Services' after the terms have been changed, the 'Member' shall be deemed to have agreed to the terms of this Agreement.

Article 3 (Regulations other than the Terms and Conditions)

When any matters not specified in these Terms and Conditions are specified in relevant laws and regulations, they shall be governed by the relevant laws and regulations.

Chapter 2 Membership sign-up and Service Usage

Article 4 (Usage Contract)

Use of the 'Service' is permitted only if the 'homepage' is permitted and the 'Member' agrees to the Terms and Conditions.

Article 5 (Application for Use)

1. In order to use this service, you must record your information on the form prescribed by 'this site'.

2. The user information shown on the subscription form is considered actual data. Users who do not enter real information will not be legally protected.

Article 6 (Approval of Use Application)

1. The 'Site' approves the use of 'Service's when 'Member' makes a complete application by writing all matters correctly. However, the following cases are an exception.

① If the application is made using someone else's name

② If you have filed a false application for the membership application form

③ If you applied for the purpose of hindering social well-being, order or morals

④ If you interfere with another person's use of the site services or take actions such ass tealing the information

⑤ If you do the acts prohibited by laws and regulations and the terms from using the site

⑥ If you do not have enough membership requirements set by the site

2. The information that the member enters is shown below. In addition to the information below, the 'Site' may require the 'Member' to enter additional information.

- Required items: Email, real name, ID, password, country, gender, year of birth

- Optional items: Place of residence, the highest level of education, purpose of enrollment

Article 7 (Change of Contract Items and Information Retention/Use Period)

1. The 'Member', if changes are made to the information entered when applying for 'Service', must correct it online.

2. From the moment you register as a 'member', the 'site' can hold and use the information of 'member'.

3. From the moment the 'Member' leaves the site, the information of the 'Member' will not be available on the site. However, in order to protect personal information, the 'Site' may retain the information of the 'Member' for 20 days from the moment when membership is withdrawn.

Article 8 (Collection of Personal Information by Cookies)

1. The 'Site' sends cookies to the user's personal computer to provide specialized services for each user.

2. In order for the user to be able to use it conveniently with one login, he or she must accept cookies.

3. Cookies are used to identify the characteristics of users who visit the 'site'.

4. Users can selectively accept cookies by adjusting options in the web browser. If you refuse to accept cookies, you will not be able to use the services that require log-in.

Chapter 3 Cancellation of Contract

Article 9 (Cancellation of Contract)

1. 'Member' may initiate complaints about the processing of member information through online.

2. When a 'member' wishes to terminate the service use contract, he or she may request the termination of the contract by e-mail with his or her name, ID, date of birth, or you must apply for withdrawal in 'membership withdrawal' menu of member information correction.

Article 10 (Disqualification)

In the event of the following reasons, the 'Site' may cancel the use contract without any prior notice or terminate the service use by determining a period.

1. If you missed the 'Basic Information' in Article 6 (2)

2. If you register with false contents when you apply for membership

3. If you have stolen someone's ID and password

4. If you infringe the intellectual property rights of the site, other members or third parties

5. If you do the act of harming social well-being and order, public morals

6. In the event of an act that damages or causes disadvantage to others' honor

Chapter 4 Responsibility

Article 11 (The Obligations of the 'Site')

1. In order to facilitate the use of the sites affiliated with the 'Site', the 'Site' may share the information of the 'Member' with the affiliated sites, and for the purpose of sharing, the 'Site' can send cookies to the computer of 'Member'.

2. The 'Site' does not disclose or distribute the personal information of 'Member' which is known by 'Service' provision to a third party without the consent of the user. However, the following exceptions apply.

① If there are special regulations in laws such as Act on Financial Real Name Transaction and Confidentiality, Use and Protection of Credit Information, Basic Law of Telecommunications, Telecommunications Business Act, Local Tax Act, Consumer Protection Act, Bank of Korea Act and Criminal Procedure Act

② When necessary for statistical writing / academic research or market research, if it is provided in an unidentifiable form for a specific individual

③ The 'Site' may use all or part of the information of 'Member' as statistical data related to the business'

④ The 'Site' strives to ensure that the 'Service' operates consistently and reliably. If the 'Service' is interrupted for any unavoidable reason, we will do our best to repair and recover it without delay. However, in case of natural disasters, emergencies, periodic system inspections and the necessity of 'NILE', we may stop or suspend the service temporarily.

Article 12 (Consent on the Use of 'Member' Information)

1. NILE operates various websites in addition to this site. NILE collects member's information for the purpose of providing services of the main site and various subsites operated by NILE, and can use the collected information of members.

2. The 'Site' may be affiliated with various education related associations and business operators for the quality of their services and may share their membership information. In such case, the 'Site' shall disclose the partnership, purpose, and contents to the Terms in this Article and shall be provided to the Affiliates after the consent of 'Member' is obtained.'

3. The consent of the 'Member' under the provisions of this Article shall be effected by clicking the button for subscribing to the information service provided in the Terms and Conditions and the entry screen of member enrollment information.

Article 13 (Obligations of Member)

1. 'Member's are responsible for the management of their ID and password.

2. 'Member' shall not assign, give, loan his or her ID to another person or allow others to use it.

3. If your ID is used improperly, the 'Member' must notify it to NILE.

4. "Member" can not use the data registered in the post to conduct sales activities.

5. 'Member' must receive a notice mail from the "Site".

Article 14 (Member Posts)

1. Posts include all writings made by members on the various boards of the 'Site'.

2. Any loss or problem arising out of the information posted by members and Q&A is solely the responsibility of the member, and the 'site' is not responsible for it unless it is the intention of the 'site'.

3. In the event of any claims, lawsuits, or any other disputes against the 'site' arising out of any third party due to the member' s posting, the member shall bear the cost of the settlement and process the dispute for the site, In the event that the 'Site' compensates the third party or damages occur to the 'Site', the member shall compensate the 'Site'.

4. The 'Site' shall delete member's post without prior notice in the event that the post of the 'Member' fall under any of the following: However, the 'site' does not have any obligation to inspect or censor the post.

① If you defame a third party by slander

② In case of contents that hinder public order or good morals

③ In case of infringement of copyright of the 'Site' or copyright of third party etc.

④ When the posting period stipulated in the 'Site is exceed

⑤ In case of a commercial post, a money-making advertisement, a good luck letter, etc.

⑥ In case of not meeting the purpose of site opening

⑦ When other applicable laws and regulations are violated

5. The 'Site' can process, sell, publish, etc. using the posts registered by 'Member's.'

Chapter 5 Information Provision

Article 15 (Information Provision)

The 'Site' may transmit the necessary information or advertisement to 'Member' by e-mail or letter mail. If 'Member' dose not want this, the 'Member' can refuse the information from the subscription application menu and the member information modification menu. However, we may send a notice mail of the 'Site' of Article 13 (5) to the member who has refused to receive the information.

Chapter 6 Exemption from Responsibility and Indemnification

Article 16 (Responsibility)

1. The 'Site' shall not be liable for any damages incurred to the 'Member' in connection with the use of the 'Service' unless there is intent or gross negligence of the 'Site'.

2. The 'Site' does not endorse or warrant the appropriateness, accuracy, timeliness, credibility of information, products, services, software, graphics, voice and video related to the use of the 'Service'.

Article 17 (Exemption from Responsibility)

'NILE' will not be held responsible for any problems occurred to 'Member if disruption of service is due to natural disasters or unavoidable circumstances.

Article 18 (Competent Court)

The court shall be the court having jurisdiction over the location of the "NILE" or the court under the civil procedure law of the Republic of Korea.

The laws of the Republic of Korea shall apply to the interpretation and application of these Terms and the settlement of any dispute relating to these Terms and Conditions.

Artificial Intelligence Systems Ongoing Certificate
Artificial Intelligence Systems
- Field Engineering (Computers & Communication)
  
  Operating Institute Operating Institute UNIVERSITY OF SEOUL Go to the operating agency Opens new window
  
  Week Week 15 Week
  
  Course Registration Period Course Registration Period 26.02.09 ~ 26.03.08
  
  Phone Number Phone Number 02-6490-6925
  
  Course Satisfaction 4.1
- Difficulty Difficulty advanced
  
  Certificate Certificate Issuance
  
  Learning recognition time Learning recognition time 21Hour 27Minute (18Hour 11Minute)
  
  Course Duration Course Duration 26.03.03 ~ 26.06.22
  
  Subtitle language 한국어 Subtitle language
  
  Course language 한국어(ko)
Registration of courses of interest

List of participating institutions

Course Introduction

■ 강좌소개

인공지능시스템 교과목은 인공지능의 이론적 이해를 바탕으로, 이를 실제 시스템에 적용하기 위한 다양한 구성 요소들을 직접 설계하고 구현하는 역량을 키우는 것을 목표로 합니다. 이를 통해 학생들은 인공지능 기술의 원리를 깊이 있게 이해할 뿐만 아니라, 실질적인 문제 해결 능력을 갖추게 됩니다. 이 과정은 인공지능 시스템의 전반적인 구조와 작동 방식을 체계적으로 학습하고, 이를 기반으로 창의적이고 응용 가능한 솔루션을 개발하는 데 필요한 기초를 제공합니다.

■ 학습목표

인공지능시스템에서 다양한 데이터 포맷과 각 데이터 포맷에 따른 인공지능 모델의 세부 내용을 이해하고 구현할 수 있다.

■ 강좌 운영일정

수강신청기간 : 2026. 2. 9.(월) 10시 ~ 3. 2.(월) 23시 59분까지
강좌운영기간 : 2026년 1학기(2026. 3. 3. 9시 ~ 6. 22. 23시 59분까지)
※ 강좌 운영 일정은 본교 학사일정에 따라 변경될 수 있음

■ 이수 및 평가기준

[평가기준]

퀴즈(20%): 주차별 1회
중간고사(40%): 1~7주차 시험
기말고사(40%): 9~14주차 시험
이수기준(60%): 총 100점 중 60점 이상 충족 시 이수증 발급

■ 학습지원

교수자-학습자 간 질의응답 게시판과 Q&A의 상시 운영을 통해 교과목을 수강하며 발생할 수 있는 다양한 학습 사례에 적극적으로 대응하고, 실습 사례 및 질문에 대해 학습자간 서로 공유하는 형태로 운영하고자 함
운영 TA 지원을 통해 질의응답 및 기타 운영 시 필요한 행정적 지원 예정

Syllabus

주차	주차명(주제)	주차별 학습 목표	차시	차시명(학습내용)	평가방법
1	인공지능시스템 소개	인공지능시스템의 구성요소와 이를 구현하기 필요한 개발환경을 구축한다.	1-1	인공지능시스템이란	퀴즈
			1-2	AIS개발환경	퀴즈
			1-3	리눅스의 기초	퀴즈
2	Pytorch와 이미지처리	인공지능 구현의 대표적 라이브러리 파이토치를 학습하고 이미지전처리 기법을 배운다.	1-1	Pytorch Tutorial	퀴즈
			1-2	Image data	퀴즈
			1-3	전처리과정	퀴즈
3	MLP Model	Multi-layer perceptron을 통해서 인공지능 모델의 기본 개념을 학습한다.	1-1	Multi Layer Perceptron	퀴즈
			1-2	MLP 구현	퀴즈
			1-3	Train/Test 코딩	퀴즈
4	CNN 기본	이미지 데이터에 특화된 CNN 구조에 대해서 학습한다.	1-1	CNN	퀴즈
			1-2	CNN Module	퀴즈
			1-3	Batch Normalization	퀴즈
5	CNN 심화	CNN 구조의 다양한 형태를 학습한다.	1-1	CNN Design	퀴즈
5	CNN 심화	CNN 구조의 다양한 형태를 학습한다.	1-2	Modern CNN	퀴즈
6	GAN 기본	생성모델로 대표되는 GAN의 기본 원리를 이해한다.	1-1	GAN	퀴즈
6	GAN 기본	생성모델로 대표되는 GAN의 기본 원리를 이해한다.	1-2	CGAN	퀴즈
7	GAN 심화	GAN의 발전된 형태인 알고리즘들을 학습하고 구현한다.	1-1	DCGAN	퀴즈
7	GAN 심화	GAN의 발전된 형태인 알고리즘들을 학습하고 구현한다.	1-2	CycleGAN	퀴즈
8	중간고사	중간고사	1-1	중간고사
9	딥러닝 실습환경	딥러닝 실습환경을 구축한다.	1-1	Local과 Remote 개발환경(1)	퀴즈
			1-2	Local과 Remote 개발환경(2)	퀴즈
			1-3	Google Cloud Platform	퀴즈
10	Overleaf 딥러닝 기초 및 실습	Overleaf사용법을 학습한다.	1-1	Overleaf 문법(1/2)	퀴즈
			1-2	Overleaf 문법(2/2)	퀴즈
			1-3	archive 업로드,Overleaf로 CV작성	퀴즈
11	Git 실습 딥러닝 기초 및 실습	인공지능시스템 협업 툴로써 Git 사용법을 학습한다.	1-1	Git 저장소	퀴즈
			1-2	Git 브랜치	퀴즈
			1-3	Github	퀴즈
12	Docker	Docker 사용법을 학습한다.	1-1	Docker (1)	퀴즈
			1-2	Docker (2)	퀴즈
			1-3	Generative AI	퀴즈
13	Natural Language Processing(1)	LSTM의 구조와 구현을 학습한다.	1-1	LSTM (1)	퀴즈
			1-2	LSTM (2)	퀴즈
			1-3	LSTM (3)	퀴즈
14	Natural Language Processing(2)	Transformer의 원리를 이해하고 데이터 종류에 따른 활용법을 학습한다.	1-1	Transformer	퀴즈
			1-2	Transformer-LSTM with NLP Data	퀴즈
			1-3	Transformer-LSTM with Timesesies Data	퀴즈
15	기말고사	기말고사	1-1	기말고사

Course Operators

- 서울대학교 전기정보공학부 / 공학박사
- 삼성 SDS AI연구센터 책임연구원
- 현) 서울시립대학교 인공지능학과 부교수
- 현) 서울시립대학교 인공지능혁신융합대학사업단 사업부단장
- 현) 서울시립대학교 인공지능학과 학과장
- 성균관대학교 전자전기컴퓨터공학 / 공학박사
- 성균관대학교 글로벌 C-school 교육자문위원 / 학부 SW-AI 기초교육 자문
- 현) 성균관대학교 소프트웨어학과 부교수
안녕하세요. 서울시립대학교 인공지능시스템 K-MOOC 강좌 학습운영조교 입니다.
질문이 있으신 경우 게시판에 글을 남겨주시면 순차적으로 답변드리겠습니다. 감사합니다.
안녕하세요. 서울시립대학교 인공지능시스템 K-MOOC 강좌 학습운영조교 입니다.
질문이 있으신 경우 게시판에 글을 남겨주시면 순차적으로 답변드리겠습니다. 감사합니다.
안녕하세요. 서울시립대학교 인공지능혁신융합대학사업단 K-MOOC 강좌 운영 담당자 입니다.
질문이 있으신 경우 게시판에 글을 남겨주시면 순차적으로 답변드리겠습니다. 감사합니다.