강좌소개
- 인공지능은 인간의 지능을 기계에 구현하는 기술이다.
- 미래 사회는 인공지능을 이해하고 개발하는 능력, 인공지능을 활용하여 문제를 해결하는 능력이 누구에게나 요구된다.
- 이 과목은 다양한 전공의 학생들이 인공지능의 문제해결 방법론과 도구로 구글에서 개발한 코랩을 이용하여 파이썬 프로그래밍 환경 설치의 과정 없이 쉅게 인공지능을 만들고 익히도록 하는 것을 목적으로 한다.
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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 WOOSUK Go to the operating agency Opens new window
Week Week 15 Week
Course Registration Period Course Registration Period 25.10.22 ~ 25.12.31
Phone Number Phone Number 063-290-1763
Course Satisfaction 4.1
Difficulty Difficulty beginner
Certificate Certificate Unissued
Learning recognition time Learning recognition time 39Hour 00Minute (20Hour 41Minute)
Course Duration Course Duration 25.10.22 ~ 25.12.31
Subtitle language 한국어 Others 1ea Subtitle language
Course language 한국어(ko)
주차 | 주차명(주제) | 차시 | 차시명(학습내용) | 평가방법 |
1 | 인공지능 개요 | 1-1 | 인공지능의 개념 | 퀴즈 |
1-2 | 인공지능 발달사 | |||
1-3 | 생성형 인공지능 | |||
2 | 인공지능의 구현 | 2-1 | 인공지능 분류 체계 | 퀴즈 |
2-2 | 인공지능 연구분야 | |||
2-3 | 인공지능과 소프트웨어 | |||
3 | 규칙기반 인공지능 | 3-1 | 인공지능에서의 탐색 기법 | 퀴즈 |
3-2 | 인공지능과 알고리즘 | |||
3-3 | 규칙기반 전문가 시스템 | |||
4 | 신경망개념과 응용 | 4-1 | 신경망의 개요와 초기의 신경망 | 퀴즈 |
4-2 | 다층퍼셉트론 | |||
4-3 | 신경망을 이용한 문자인식과 음성인식 | |||
5 | 머신러닝의 학습과 분류 | 5-1 | 머신러닝의 개요 | 퀴즈 |
5-2 | 머신러닝의 학습 방법 | |||
5-3 | 머신러닝의 비지도학습 | |||
6 | 딥러닝과 심층신경망 | 6-1 | 딥러닝과 심층신경망 | 퀴즈 |
6-2 | 딥러닝과 심층신경망의 종류 | |||
6-3 | 딥러닝의 활용과 동향 | |||
7 | 인공지능과 패턴인식 | 7-1 | 인공지능에서의 패턴인식 | 퀴즈 |
7-2 | 딥러닝과 음성인식 | |||
7-3 | 딥러닝과 영상인식 | |||
8 | 중간고사 | |||
9 | 4차 산업혁명과 인공지능(1) | 9-1 | 4차 산업혁명의 개요 | 퀴즈 |
9-2 | 인공지능과 4차 산업혁명 | |||
9-3 | 인공지능과 지능형 로봇 | |||
10 | 4차 산업혁명과 인공지능(2) | 10-1 | 사물인터넷 | 퀴즈 |
10-2 | 자율주행자와 드론 | |||
10-3 | 4차 산업혁명의 미래 기술 | |||
11 | 인공지능을 위한 파이썬 기초 | 11-1 | 인공지능용 프로그래밍 언어 | 퀴즈 |
11-2 | 파이썬 기초 – 변수와 배열 | |||
11-3 | 파이썬 기초 – 반복문과 조건문 | |||
12 | 딥러닝 프로그래밍 기초 | 12-1 | 인공신경망 기초 | 퀴즈 |
12-2 | 숫자인식 인공지능(1) | |||
12-3 | 숫자인식 인공지능(2) | |||
13 | 생성형 인공지능 프로그래밍 | 13-1 | 생성형 인공지능 기초 | 퀴즈 |
13-2 | 숫자 생성 인공지능(1) | |||
13-3 | 숫자 생성 인공지능(2) | |||
14 | 순환 신경망 (RNN) | 14-1 | LLM 기초 | 퀴즈 |
14-2 | 프롬프트 엔지니어링 | |||
14-3 | 프롬프트를 이용한 이미지 생성 | |||
15 | 기말고사 | |||
- 한국전자통신연구소 인공지능연구부 선임연구원
- 일본 commerce21 웹서버 개발수석
- 전북대학병원 유전알고리즘 개발 책임연구원
- 전북대학교 컴퓨터공학과 객원교수
- 우석대학교 교양대학 조교수 빅데이터, 인공지능 강의
- 우석대학교 인공지능교육대학원 강의
- "스크래치와 함께하는 컴퓨팅사고 (연두에디션)" 공저
- 우석대학교 컴퓨팅사고 창작대회 심사위원
- 전라북도 교육청 미래캠퍼스 자문
Q 이 강좌에 별도의 교제가 필요합니까?
A 필요하지 않습니다. 강좌에서 제공하는 읽기자료로 충분히 가능합니다.
Q 강좌 밀문, 수강 중 문제 등 어디로 연락드려야 될까요?
A 1. 강좌 내 Q&A게시판 문의
2. 문의처 : 우석대학교 원격교육지원센터(tnscks113@woosuk.ac.kr)
Field Engineering (Computers & Communication)
Difficulty Difficulty beginner
Operating Institute WOOSUK Go to the operating agencyOpens new window
Certificate Certificate Unissued
Week Week 15 Week
Learning recognition time Learning recognition time 39Hour 00Minute (20Hour 41Minute)
Course Registration Period Course Registration Period 25.10.22 ~ 25.12.31
Course Duration Course Duration 25.10.22 ~ 25.12.31
Phone Number Phone Number 063-290-1763
Subtitle language 한국어 Others 1ea Subtitle language
Course language 한국어(ko)
맹성렬
WOOSUK
Providers WOOSUK
Week 15Week
Learning time (VOD time) 126Hour 58Minute (18Hour 36Minute)
양성만
WOOSUK
Providers WOOSUK
Week 15Week
Learning time (VOD time) 11Hour 00Minute (14Hour 15Minute)
김효정
WOOSUK
Providers WOOSUK
Week 15Week
Learning time (VOD time) 11Hour 00Minute (13Hour 56Minute)
조법종
WOOSUK
Providers WOOSUK
Week 6Week
Learning time (VOD time) 8Hour 04Minute (05Hour 19Minute)
이예다나
WOOSUK
Providers WOOSUK
Week 15Week
Learning time (VOD time) 11Hour 00Minute (17Hour 13Minute)
남완석
WOOSUK
Providers WOOSUK
Week 15Week
Learning time (VOD time) 11Hour 00Minute (12Hour 12Minute)