수업내용/목표
1. 인공지능 용어에 대한설명과응용분야및활용분야들에사례중심 교육으로 인공지능에 문제 해결과 응용분야를 설명할 수 있다.2. 파이썬 언어와 라이브러리를 통하여 인공지능에 대한 실습을 해봄으로써 인공지능에 대한이해와인공지능에대한응용능력을습득할 수 있다.
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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 UsageArticle 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 ContractArticle 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 ResponsibilityArticle 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 ProvisionArticle 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 IndemnificationArticle 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.
CCL is a free-use license that allows others to use their creations freely under certain conditions.
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.
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.
Field Engineering (Computers & Communication)
Operating Institute Operating Institute KOREAN COUNCIL FOR ONLINE UNIVERSITY Go to the operating agency Opens new window
Week Week 15 Week
Course Registration Period Course Registration Period 23.06.12 ~ 23.09.30
Phone Number Phone Number -
Difficulty Difficulty beginner
Certificate Certificate Unissued
Learning recognition time Learning recognition time 19Hour 00Minute (15Hour 46Minute)
Course Duration Course Duration 23.06.12 ~ 23.09.30
Subtitle language 한국어 Others 1ea Subtitle language
Course language 한국어(ko)
주차 | 차시 구성 | 학습주제/내용 |
1주 | AI 개념 및특성 | |
1차시 | 인공지능개요 | |
2차시 | 인공지능연대기 | |
3차시 | 인공지능분류 | |
2주 | AI 원리와활용(데이터) | |
1차시 | AI과데이터 | |
2차시 | 빅데이터특징 | |
3차시 | 빅데이터와인공지능 관계 | |
3주 | AI 원리와활용(인식) | |
1차시 | 인공지능과패턴인식 | |
2차시 | 이미지와 음성처리기술 | |
3차시 | 자연어 처리기술 | |
4주 | AI 기계학습 | |
1차시 | 머신러닝의개요 | |
2차시 | 머신러닝 종류 및알고리즘 | |
3차시 | 머신러닝 데이터수집 및 성능평가 | |
5주 | AI 강화학습 과신경망 | |
1차시 | 인공신경망과심층신경망 | |
2차시 | 딥러닝 개요 및모델 | |
3차시 | 딥러닝모델 | |
6주 | 인공지능적용사례(1) | |
1차시 | 농축업AI/자연어처리 | |
2차시 | 뷰티AI/의료AI | |
3차시 | 복지AI | |
7주 | 인공지능적용사례(2) | |
1차시 | 추천시스템 | |
2차시 | 감성인식AI | |
3차시 | 공업AI(스마트팩토리) | |
8주 | 중간고사 | |
9주 | 인공지능도구알아보기 | |
1차시 | 파이썬과 코랩맛보기 | |
2차시 | 파이썬 기본문법과 코딩하기 | |
3차시 | 노코딩과 인공지능살펴보기 | |
10주 | 코딩으로 하는인공지능 | |
1차시 | 파이썬 명령어맛보기 | |
2차시 | 파이썬 전처리과정 이해하기 | |
3차시 | 파이썬 머신러닝맛보기 | |
11주 | 노코딩으로 하는인공지능(I) | |
1차시 | 티처블 머신구조와 이미지 프로젝트 | |
2차시 | AI 마스크 탐지기와사물 인식하기 | |
3차시 | 오디오 프로젝트구조와 맛보기 | |
12주 | 노코딩으로 하는인공지능(II) | |
1차시 | 사람 목소리와동물 소리 식별하기 | |
2차시 | 티처블 머신 포즈프로젝트 구조와 맛보기 | |
3차시 | 가위/바위/보와모델 활용하기 | |
13주 | 오렌지로 알아보는머신러닝 데이터 분석(1) | |
1차시 | 오렌지3개념과 메뉴알아보기 | |
2차시 | 오렌지3환경설정과 위젯체험하기(1) | |
3차시 | 오렌지3위젯체험하기(2)(3) | |
14주 | 오렌지로 알아보는머신러닝 데이터분석(1I) | |
1차시 | 머신러닝 알고리즘분류와 지도학습-선형회귀모델 실습 | |
2차시 | 지도학습-판매량예측 모델 실습과 iris 꽃 분류 개념학습하기 | |
3차시 | iris 꽃 분류실습하기(1)(2) | |
15주 | 기말고사 |
이수/평가정보
과제명 | 퀴즈 | 토론 | 과제 | 프로젝트 실습 | 중간고사 | 기말고사 |
반영비율 | 10% | 5% | 5% | 15% | 30% | 30% |
※ 총 60% 이상점수 획득 시, 이수증을발급받을 수 있습니다.
이 강좌는 유익한 내용이 다수 포함되어 있습니다.
이 강좌는 여러가지 참고자료가 많이 있습니다.
네. PDF 자료를 제공합니다.
Field Engineering (Computers & Communication)
Difficulty Difficulty beginner
Operating Institute KOREAN COUNCIL FOR ONLINE UNIVERSITY Go to the operating agencyOpens new window
Certificate Certificate Unissued
Week Week 15 Week
Learning recognition time Learning recognition time 19Hour 00Minute (15Hour 46Minute)
Course Registration Period Course Registration Period 23.06.12 ~ 23.09.30
Course Duration Course Duration 23.06.12 ~ 23.09.30
Phone Number Phone Number -
Subtitle language 한국어 Others 1ea Subtitle language
Course language 한국어(ko)
Min-ho Jang 외 8명
Ulsan College
운영기관 Ulsan College
주차 15 Week
학습인정시간 (총 동영상시간) 15Hour 00Minute (11Hour 58Minute)
Jung Yeong Jun
National Research Foundation of Korea
운영기관 National Research Foundation of Korea
주차 14 Week
학습인정시간 (총 동영상시간) 42Hour 00Minute (17Hour 19Minute)
선복근
HOSEO University
운영기관 HOSEO University
주차 5 Week
학습인정시간 (총 동영상시간) 2Hour 09Minute (03Hour 35Minute)
이경희 외 1명
HOSEO University
운영기관 HOSEO University
주차 14 Week
학습인정시간 (총 동영상시간) 5Hour 28Minute (09Hour 06Minute)
선복근
HOSEO University
운영기관 HOSEO University
주차 14 Week
학습인정시간 (총 동영상시간) 6Hour 08Minute (10Hour 13Minute)
선복근
HOSEO University
운영기관 HOSEO University
주차 15 Week
학습인정시간 (총 동영상시간) 4Hour 15Minute (07Hour 05Minute)
선복근
HOSEO University
운영기관 HOSEO University
주차 13 Week
학습인정시간 (총 동영상시간) 7Hour 16Minute (12Hour 06Minute)
나홍석
KOREAN COUNCIL FOR ONLINE UNIVERSITY
운영기관 KOREAN COUNCIL FOR ONLINE UNIVERSITY
주차 15 Week
학습인정시간 (총 동영상시간) 18Hour 00Minute (15Hour 02Minute)
노윤홍
KOREAN COUNCIL FOR ONLINE UNIVERSITY
운영기관 KOREAN COUNCIL FOR ONLINE UNIVERSITY
주차 15 Week
학습인정시간 (총 동영상시간) 20Hour 00Minute (16Hour 18Minute)
이성태
KOREAN COUNCIL FOR ONLINE UNIVERSITY
운영기관 KOREAN COUNCIL FOR ONLINE UNIVERSITY
주차 15 Week
학습인정시간 (총 동영상시간) 18Hour 00Minute (14Hour 30Minute)
나홍석
KOREAN COUNCIL FOR ONLINE UNIVERSITY
운영기관 KOREAN COUNCIL FOR ONLINE UNIVERSITY
주차 15주
학습인정시간 (총 동영상시간) 18Hour 00Minute (15Hour 02Minute)
노윤홍
KOREAN COUNCIL FOR ONLINE UNIVERSITY
운영기관 KOREAN COUNCIL FOR ONLINE UNIVERSITY
주차 15주
학습인정시간 (총 동영상시간) 20Hour 00Minute (16Hour 18Minute)
이성태
KOREAN COUNCIL FOR ONLINE UNIVERSITY
운영기관 KOREAN COUNCIL FOR ONLINE UNIVERSITY
주차 15주
학습인정시간 (총 동영상시간) 18Hour 00Minute (14Hour 30Minute)
Gwang Ho Seok 외 1명
KOREAN COUNCIL FOR ONLINE UNIVERSITY
운영기관 KOREAN COUNCIL FOR ONLINE UNIVERSITY
주차 12주
학습인정시간 (총 동영상시간) 12Hour 00Minute (11Hour 46Minute)
Hong Seok Na 외 1명
KOREAN COUNCIL FOR ONLINE UNIVERSITY
운영기관 KOREAN COUNCIL FOR ONLINE UNIVERSITY
주차 12주
학습인정시간 (총 동영상시간) 12Hour 00Minute (11Hour 06Minute)
Hyeong Yong Park 외 2명
KOREAN COUNCIL FOR ONLINE UNIVERSITY
운영기관 KOREAN COUNCIL FOR ONLINE UNIVERSITY
주차 12주
학습인정시간 (총 동영상시간) 12Hour 00Minute (11Hour 48Minute)
Lee Seong Tae 외 1명
KOREAN COUNCIL FOR ONLINE UNIVERSITY
운영기관 KOREAN COUNCIL FOR ONLINE UNIVERSITY
주차 12주
학습인정시간 (총 동영상시간) 12Hour 00Minute (11Hour 11Minute)