Introduction to AI Deep Learning for Every Major

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.

Introduction to AI Deep Learning for Every Major Ongoing Certificate
Introduction to AI Deep Learning for Every Major
- Field Engineering (Computers & Communication)
  
  Operating Institute Operating Institute Korea Advanced Institute of Science and Technology Go to the operating agency Opens new window
  
  Week Week 14 Week
  
  Course Registration Period Course Registration Period 26.05.19 ~ 26.12.26
  
  Phone Number Phone Number 042-350-6065
  
  Course Satisfaction 4.4
- Difficulty Difficulty intermediate
  
  Certificate Certificate Issuance
  
  Learning recognition time Learning recognition time 15Hour 00Minute (08Hour 46Minute)
  
  Course Duration Course Duration 26.05.19 ~ 26.12.30
  
  Subtitle language 영어 Others 1ea Subtitle language
  
  Course language 한국어(ko)
Registration of courses of interest

List of participating institutions

Course Introduction

수업내용/목표

컴퓨터 공학 관련 분야 전공이 아니면서 코딩 경험이 거의 없는 학생 대상으로, 딥러닝(DeepLearning) 중심의 인공지능에 대한 기본개념을 익힐 수 있는 강좌이다. 파이썬(Python)을 이용하여 코딩 실습을 통해 AI 리터러시를 높이며, 자신의 분야에서 인공지능을 충분히 활용하여 인공지능 혁신 리더가 될 수 있는 역량을 키우도록 한다.

강좌 운영 계획

1.강의계획서

주차	차시목차	세부목차	학습활동
1	딥러닝이란?	인공지능이란?	강좌영상 퀴즈 토론
		생애 첫 인공지능
		딥러닝을 배워야 하는 이유
2	뉴런과 신경망	뉴런과 퍼셉트론	강좌영상 퀴즈 토론
		퍼셉트론의 연산
		퍼셉트론의 한계와 다층퍼셉트론
3	인공지능 코딩 시작하기	코딩 쉽게 시작하기	강좌영상 퀴즈 토론
		인공지능 개발환경과 코랩
		파이선 기초 - 제어문
4	신경망과 텐서	신경망과 텐서	강좌영상 퀴즈 토론
		파이선 기초-콜렉션,리스트
		넘파이와 텐서
5	신경망과 텐서플로	신경망의 텐서표현	강좌영상 퀴즈 토론
		선형회귀와 텐서플로
		퍼셉트론 실습 손글씨 인식하기
6	다측퍼셉트론과 역전파학습	다층퍼셉트론과 역전파학습	강좌영상 퀴즈 토론
		경사하강법
		다층퍼셉트론 실습 패션이미지인식
7	딥러닝 학습	데이터 준비하기	강좌영상 퀴즈 토론
		하이퍼파라메터 정하기
		언더피팅과 오버피팅
8	딥러닝 성능 높이기	실습:하이퍼파라메터	강좌영상 퀴즈 토론
		실습:활성함수,최적화
		데이터와 차원축소
9	딥러닝 프로젝트	학습이론 기초	강좌영상 퀴즈 토론
		딥러닝 프로젝트 기획
		파이선으로 딥러닝 웹사이트 만들기
10	컴퓨터 비전	컴퓨터비전과 CNN	강좌영상 퀴즈 토론
		컨벌루션과 이미지필터
		CNN으로이미지분류 성능 높이기
11	자연언어처리	단어의 토크나이제이션	강좌영상 퀴즈 토론
		문장과 시퀀스
		감성분석
12	RNN, GAN	언어모형과 RNN	강좌영상 퀴즈 토론
		언어모형 실습:시 쓰는 딥러닝
		창작신경망 GAN
13	딥러닝 트랜드	최신 딥러닝 트랜드 I	강좌영상 퀴즈 토론
		최신 딥러닝 트랜드 II
		인공지능과 커리어
14	기말고사		퀴즈

Preview

Course Operators

현) 한국과학기술원(KAIST) 경영공학부 교수
전) 한국과학기술원(KAIST) 정보미디어 경영대학원 겸직교수
포항공과대학교 기술경영대학원 교수
포항공과대학교 물리학과 교수
펄서스테크놀로지 창업자, 대표이사
학력) 한국과학기술원(KAIST) 물리학 박사
E-mail: johnoh@kaist.ac.kr
john@keyclue.com
한국과학기술원(KAIST) 기술경영학부
E-mail: dkstngh3502@gmail.com

FAQ

Q 강좌 교재

A 별도의 교재는 없으면, 강의 교안을 PDF(우리말)로 제공

Q 학습관련 질의응답

A 학습과 관련한 질문을 강좌 게시판 또는 TA의 이메일로 문의 시 답변 제공

Q 기타 문의사항

A 강좌 운영과 관련된 질문 또는 오류나 문제 발생 시 kmooc@kaist.ac.kr로 문의

Field Engineering (Computers & Communication)

Difficulty Difficulty intermediate

Operating Institute Korea Advanced Institute of Science and Technology Go to the operating agencyOpens new window

Certificate Certificate Issuance

Week Week 14 Week

Learning recognition time Learning recognition time 15Hour 00Minute (08Hour 46Minute)

Course Registration Period Course Registration Period 26.05.19 ~ 26.12.26

Course Duration Course Duration 26.05.19 ~ 26.12.30

Phone Number Phone Number 042-350-6065

Subtitle language 영어 Others 1ea Subtitle language

Course language 한국어(ko)

Registration of courses of interest

하위메뉴