2026-Spring Introduction to Artificial Intelligence (CSED105-01) The course syllabus

1.Course Information

Course No. CSED105 Section 01 Credit 2.00
Category Basic required Course Type prerequisites
Postechian Core Competence
Hours WED / 19:00 ~ 20:50 / Information Bldg[133]Lecture Room Grading Scale G

2. Instructor Information

Son Jeany Name Son Jeany Department Grad. School of AI
Email address jeany@postech.ac.kr Homepage
Office 공학2동 317호 Office Phone 054-279-2251
Office Hours 수요일 시간/장소: 2:00-5:00 공학2동 317호

3. Course Objectives

인공지능 기술에 대한 배경과 핵심을 전달. 인공지능 기반의 문제해결 능력을 선제적으로 함양하여, 인공지능과 함께하는 사회에서의 역량을 강화.

4. Prerequisites & require

5. Grading

Midterm Exam Final Exam Attendance Assignment Project Presentation/Discussion Laboratory/Practice Quiz Others Total
35 35 5 25 100
비고
- 출석: 일정기준 불만족시 낙제
- 성적: 과제 or 퀴즈(25%), 중간/기말(70%), 기타(5%: 수업태도 등)

6. Course Materials

Title Author Publisher Publication
Year/Edition		 ISBN

7. Course References

8. Course Plan

W1 - Overview
W2 - History in AI and related debates
W3 - Introduction to machine learning
W4 - Prerequisites 1
W5 - Prerequisites 2
W6 - Regression
W7 - Classification
W8 - Midterm exam
W9 - Neural nets 1
W10 - Neural nets 2
W11 - Unsupervised learning
W12 - Generative models
W13 - Reinforcement learning
W14 - Computer vision
W15 - Computational linguistics
W16 - Final exam

9. Course Operation

- 오프라인 강의(인공지능연구원 1층 중강당)
- 중간고사 및 기말고사(lec1의 일정 참조)
- 과제

10. How to Teach & Remark

Contact: csed105-2026s@postech.ac.kr
- Use this email to contact me or TA’s
- There may be no response to queries via personal email

Course Language
- English: lecture, lecture notes, assignment, exam paper
- Korean: Q&A, your works (assignment/exam; of course, English is okay)

11. Supports for Students with a Disability

- Taking Course: interpreting services (for hearing impairment), Mobility and preferential seating assistances (for developmental disability), Note taking(for all kinds of disabilities) and etc.

- Taking Exam: Extended exam period (for all kinds of disabilities, if needed), Magnified exam papers (for sight disability), and etc.

- Please contact Center for Students with Disabilities (279-2434) for additional assistance

Copy The course syllabus
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