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      마이페이지

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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 Engineering Computers & Communication

      Course Introduction

      강좌소개 COURSE INTRODUCTION

      • 이 강좌는 데이터과학에 주류 언어인 파이썬과 이를 위한 다양한 패키지를 학습 및 실습하며, 동시에 주식회사, 포트폴리오, 투자전략 등 금융 투자와 관련된 필요개념을 학습합니다. 최종적으로 인공지능을 결합하여 주가예측 및 이상치 탐지 등 금융현상에 인공지능을 적용하는 법을 실습하고자 합니다. 이 강좌를 통해 학습자 여러분은 아래의 학습목표를 달성할 수 있을 것입니다.

      학습목표 LECTURE OBJECTIVES

      학습목표

      • 인공지능과 금융공학의 기초지식을 습득할 수 있다.
      • 금융공학 분야에서 적용되는 인공지능 기술들을 설명할 수 있다.

      홍보영상 INTRODUCTION VIDEO

          

      강좌운영계획 SYLLABUS

      주차 주차명 차시명 오픈일정
      1 파이썬 문법-기초 (1차시)개론과 설치 2022. 11. 21.
      (2차시)변수, 자료형, 연산자
      (3차시)조건문, 반복문
      (1주차 학습목표)
      1. 파이썬의 특징을 설명할 수 있다. 
      2. 변수와 자료형, 리스트와 튜플의 차이점을 설명할 수 있다. 
      3. 조건문과 반복문에 대하여 설명할 수 있다. 
      2 파이썬 기본 (1차시)함수, 파일입출력 2022. 11. 21.
      (2차시)내장함수, NumPY 기초
      (3차시)문자열, 딕셔너리, 시스템 모듈

      (2주차 학습목표)
      1. 파이썬의 함수를 코딩에 맞게 작성할 수 있다. 
      2. Numpy의 기본적인 내용을 설명할 수 있다. 
      3. 딕셔너리와 시스템 모듈에 대하여 설명할 수 있다. 
      3 파이썬 심화 (1차시)NumPy심화
      (2차시)시스템 모듈 복습
      (3차시)객체지향 프로그래밍
      (3주차 학습목표)
      1. 행벡터와 열벡터의 차이를 설명할 수 있다. 
      2. 시스템 모듈을 이용하여 메모장 프로그램을 만들 수 있다. 
      3. 클래스 문법을 상황에 맞게 작성할 수 있다. 
      4 파이썬 패키지 (1차시)판다스 데이터프레임 2022. 11. 21.
      (2차시)판다스 함수, 그룹별 분석 
      (3차시)시계열처리
      (4주차 학습목표)
      1. 시리즈와 데이터 프레임의 차이에 대해 설명할 수 있다. 
      2. 상황에 맞게 판다스의 함수들을 제시할 수 있다. 
      3. datetime 객체에 대해 설명할 수 있다. 
      5 인공지능Ⅰ (1차시)AutoKeras를 이용한  AI입문 2022. 11. 21.
      (2차시)퍼셉트론과 신경망 학습
      (3차시)다층 퍼셉트론과 딥러닝
      (5주차 학습목표)
      1. 딥러닝에 대해 설명할 수 있다. 
      2. 퍼셉트론을 행렬과 벡터 방식으로 작성할 수 있다. 
      3. 다층 퍼셉트론의 오류를 설명할 수 있다. 
      6 인공지능Ⅱ (1차시)딥러닝 프레임워크1 2022. 11. 21.
      (2차시)딥러닝 프레임워크2
      (3차시)텐서플로우2.0 vs 파이토치
      (6주차 학습목표)
      1. 케라스를 이용하여 인공지능 신경망을 만들 수 있다. 
      2. 케라스 코드의 전체적 골격에 대해 설명할 수 있다. 
      3. 텐서플로우와 파이토치의 차이점에 대해 설명할 수 있다. 
      7 금융Ⅰ (1차시)회사의 형태 2022. 11. 21.
      (2차시)금융 상품
      (3차시)금융 회사
      (7주차 학습목표)
      1. 다양한 회사의 형태와 특징에 대해서 설명할 수 있다. 
      2. 주식과 채권의 차이점에 대해 설명할 수 있다. 
      3. 금융 회사의 종류에 대해 설명할 수 있다. 
      중간시험 2022. 11. 21.
      9 금융Ⅱ (1차시)주식(1) 2022. 11. 21.
      (2차시)주식(2)
      (3차시)기본적 분석/기술적 분석

      (9주차 학습목표)
      1.주식의 개념을 설명할 수 있다. 
      2.기본적 분석과 기술적 분석을 구분할 수 있다. 
      10 금융통계Ⅰ (1차시)정상 시계열 2022. 11. 21.
      (2차시)등분산 시계열 모형
      (3차시)모형 판별 및 추정
      (10주차 학습목표)
      1.시계열의 정상성을 설명할 수 있다. 
      2. 시계열 모형을 설명할 수 있다.  
      11 금융통계Ⅱ (1차시)주가 시계열의 특성 2022. 11. 21.
      (2차시)이분산 시계열 모형
      (3차시)코스피 지수 시계열 분석
      (11주차 학습목표)
      1. 주가 시계열의 특성을 설명할 수 있다. 
      2. 이분산 시계열 모형을 설명할 수 있다. 
      12 인공지능 실습 (1차시)데이터 분석 2022. 11. 21.
      (2차시)신경망 활용
      (3차시)케라스를 이용한 실습
      (12주차 학습목표)
      1. 데이터를 주어진 기준별로 분류하는 방법에 대해 설명할 수 있다. 
      2. 데이터 전처리에 대해 설명할 수 있다. 
      3. 오토케라스와 AutoML에 대해 설명할 수 있다. 
      13 인공지능+금융Ⅰ (1차시)AutoKeras 활용(1) 2022. 11. 21.
      (2차시)AutoKeras 활용(2)
      (3차시)Fedot 라이브러리 활용
      (13주차 학습목표)
      1. 금융데이터의 특성을 설명할 수 있다. 
      2. 인공지능을 통해 주가예측을 실시할 수 있다. 
      14 인공지능+금융Ⅱ (1차시)금융에서의 이상치 문제 2022. 11. 21.
      (2차시)오토인코더
      (3차시)오토인코더를 활용한 이상치 탐지
      (14주차 학습목표)
      1. 오토인코더를 사용하여 이상 데이터를 측정할 수 있다. 
      기말시험 2022. 11. 21.

      강좌운영기간 COURSE OPERATION PERIOD

      2022.11.21~2023.02.03

      강좌수강정보 COURSE INFORMATION

      평가기준

      • 퀴즈: 40%
      • 토론: 10%
      • 중간고사: 25%
      • 기말고사: 25%

          ※총 60% 이상 점수 획득 시, 이수증을 발급받을 수 있습니다.

      Course Operators

      • 현) 전남대학교 통계학과 교수

        현) 전남대학교 빅데이터금융공학융합전공 교수

        E-mail: huhjeonggyu@jnu.ac.kr
      FAQ

      Q 이수기준은 어떻게 되나요?

      A 이 강좌는 퀴즈 40%, 토론 10%, 중간시험 25%, 기말시험 25%로 평가됩니다. 총점 60점 이상 획득시 이수증 발급이 가능합니다.

      Q 선수학습이 필요한 강좌인가요?

      A 이 강좌는 대학 학부 전공 기초 정도 수준으로 제작되었으며, 금융공학과 인공지능 분야에 관심이 있는 중등교육이상을 수료하였다면 누구나 수강가능한 강좌입니다.

      Q 강좌 교재가 따로 있나요?

      A 이 강좌는 별도의 교재가 없으며, 학습자료를 별도 PDF 파일로 제공합니다.

      Other / Inquiries
      ☎ 062)530-5029(전남대학교 교육혁신본부)

      Field Engineering (Computers & Communication)

      Difficulty intermediate

      Operating Institute Chonnam National University

      Certificate Unissued

      Week 15 Week

      Learning recognition time 45Hour 00Minute (18Hour 55Minute)

      Course Registration Period 30.01.01 ~ 30.01.02

      Course Duration 23.07.24 ~ 23.10.22

      Phone Number 062-530-5029

      Subtitle language 영어 Others 1ea

      Course language 한국어(ko)

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