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      Terms of Use

      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.

      Copyright protection policy

      Copyright protection policy

      CCL (Creative Commons License)

      CCL is a free-use license that allows others to use their creations freely under certain conditions.



      Terms and conditions of permission

      Attribution (Author Display)


      It is an essential provision included in the license that the author must be indicated, such as the author's name and source.


      Noncommercial


      The work is not available for profit. It means that in order to use for profit, a separate contract is required.


      No Derivative Works


      It means that it is prohibited to change the work or to produce secondary works using the work.


      Share Alike (Allow to change the same conditions)


      It means that secondary works should be allowed to be produced, but the same license as the original works should be applied to secondary works.



      Terms and conditions of permission




      Author Indication (CC BY)


      You must mark the author's name, title of the work, and source.







      Author Indication-Non-Profit (CC BY-NC)


      If you reveal the author, you can use it freely, but you cannot use it for profit.







      Author Indication-No Change (CC BY-ND)


      If you reveal the author, you can use it freely, but you have to use it as it is without any changes.







      Author Indication-Allow to change the same conditions (CC BY-SA)


      If you reveal the author, you can freely use it and change the work, but the same license as the one applied to the original work should be applied to the secondary work.







      Author Indication-Non-Profit-Allow to change the same conditions (CC BY-NC-SA)


      It can be used if the author is identified, and the work can be changed, but it cannot be used for profit, and the same license as the original work must be applied to the secondary work.







      Author Indication-Non-Profit-No Change (CC BY-NC-ND)


      If you reveal the author, you can use it freely, but it cannot be used for profit and must be used as it is without change.




      Multilingual settings

      Home Courses Natural Mathematics, Physics, Astronomy & Geography

      Related Series Course
      • Mathematics for AI

        고등학생과 일반인이 인공지능을 이해하는데 필요한 입문, 기초수준의 수학내용을 학습하고 코드 및 알고리즘을 이용하여 실습한다. 나아가 활용, 고급수준의 데이터 활용 및 분석 기법을 이용하여 실제 인공지능에서 자주 사용되는 알고리즘을 실습한다.

        Total Weeks 56 Courses 4
      Course Introduction
      강의소개 - Course Description
      본 강좌를 통해 인공지능을 이해하는데 필요한 수학(기초) 및 기본 알고리즘을 자세히 학습하고 코드를 활용하여 실습해본다.

       

      강의구성 - Configuration
      * 구성: 총 14강 + 중간평가 + 기말평가
      * 개설: 순차적 개설 - 해당 주차일에 강의가 열리며, 지나간 강의는 언제든지 볼 수 있음

      [인공지능 수학 기초 맛보기 강의]

       

      강의일정-Syllabus

       

      강의 일정
      주차주차명차시명
      1주차벡터1) 강좌 소개
      2) 벡터 예습 및 실습
      3) Big Picture
      4) 벡터
      5) 내적
      6) 정사영
      7) 벡터 복습
      2주차선형연립방정식1) 선형연립방정식 예습 및 실습
      2) 선형연립방정식
      3) Gauss 소거법과 Gauss-Jordan 소거법
      4) 선형연립방정식 복습
      3주차행렬과 행렬식1) 행렬과 행렬식 예습 및 실습
      2) 행렬 연산
      3) 역행렬
      4) 기본행렬
      5) 선형연립방정식의 해집합, 특수행렬
      6) 행렬식
      7) 행렬과 행렬식 복습
      4주차일차독립과 기저 및 차원1) 일차독립과 기저 및 차원 예습 및 실습
      2) 일차독립
      3) 기저와 차원
      4) 정사영과 최소제곱해
      5) 일차독립과 기저 및 차원 복습
      5주차선형변환1) 선형변환 예습 및 실습
      2) 선형변환
      3) 표준행렬
      4) 핵과 치역
      5) 선형변환 복습
      6주차고윳값, 고유벡터, 대각화1) 고윳값, 고유벡터, 대각화 예습 및 실습
      2) 고윳값과 고유벡터
      3) 닮음 행렬과 행렬의 대각화
      4) 직교 대각화
      5) 고윳값, 고유벡터, 대각화 복습
      7주차SVD(특잇값 분해), 이차형식1) SVD(특잇값 분해), 이차형식 예습 및 실습
      2) 특잇값 분해(SVD)
      3) 일반화된 역행렬
      4) 이차형식
      5) SVD(특잇값 분해), 이차형식 복습
      중간중간 평가중간 평가
      8주차일변수 함수와 미적분1) 일변수 함수와 미적분 예습 및 실습
      2) 함수
      3) 극한
      4) 도함수와 미분
      5) 미분의 응용
      6) 적분
      7) 일변수 함수와 미적분 복습
      9주차다변수 함수와 미적분(극대, 극소)1) 다변수 함수와 미적분(극대, 극소) 예습 및 실습
      2) 벡터와 공간 기하
      3) 벡터함수
      4) 편도함수와 그래디언트
      5) 함수의 극대, 극소
      6) 경사하강법(gradient descent method)
      7) 다변수 함수와 미적분(극대, 극소) 복습
      10주차순열, 조합, 확률1) 순열, 조합, 확률 예습 및 실습
      2) 통계학
      3) 용어 소개
      4) 순열, 조합
      5) 확률
      6) 베이즈 정리
      7) 순열, 조합, 확률 복습
      11주차확률변수1) 확률변수 예습 및 실습
      2) 확률변수
      3) 기댓값
      4) 분산과 표준편차
      5) 확률변수 복습
      12주차확률분포1) 확률분포 예습 및 실습
      2) 이산확률분포
      3) 연속확률분포
      4) 결합확률분포, 공분산과 상관계수
      5) 확률분포 복습
      13주차주성분 분석1) 주성분 분석 예습 및 실습
      2) PCA 개관과 PC의 유도
      3) PC 스코어
      4) PCA 예제
      5) 주성분 분석 복습
      14주차인공신경망1) 인공신경망 예습 및 실습
      2) 인공신경망(ANN)
      3) 오차 역전파법(Back propagation)
      4) MNIST 사례
      5) 인공신경망 복습
      기말기말평가기말평가
      * 평가점수 및 이수증 발급기준
      평가점수 및 이수증 발급기준
      구분 퀴즈/과제평가(중간)평가(기말)합계
      점수50점25점25점100점
      이수기준 : 총점 70점 이상


      [성균관대학교 K-MOOC 홍보영상]
      교수소개-Professor
      이상구 교수 사진이상구 교수

      [프로필]
      미국 유타주립대학교, PhD (이학박사)
      現 성균관대학교 자연대 학장
      現 성균관대학교 수학과 정교수
      前 한국수학교육학회 회장
      前 대한수학회 부회장
      前 BK21 수학적모델링사업단 단장
      前 국제 선형대수학회 교육위원
      TA소개-Teaching Assistant
      박경은 튜터 사진

      [수업지원]

       박경 튜터
      성균관대학교 수학교육과 겸임교수
      E-mail : postmedu@skku.edu (24시간 이내에 답변을 드리도록 하겠습니다.)
      진채은 직원 사진

      [기술지원]

      진채은 직원
      성균관대학교 교무처 교육개발센터
      E-mail : wlsco97@skku.edu

       

      Preview

      Field Natural (Mathematics, Physics, Astronomy & Geography)

      Difficulty -

      Operating Institute SUNGKYUNKWAN UNIVERSITY

      Certificate Unissued

      Week 18 Week

      Learning recognition time 32Hour 00Minute (08Hour 47Minute)

      Course Registration Period 23.08.21 ~ 23.12.02

      Course Duration 23.08.28 ~ 23.12.04

      Phone Number 031-290-5245

      Subtitle language -

      Course language 한국어(ko)

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