| Date | # | Topic | SlidesLab |
|---|
| Tue |
1 |
Overview & Logistics
|
PDF |
| Software 3.0Programming with AI |
|---|
| Thu |
2 |
Chatting with AI
|
PDF |
| Tue |
3 |
Coding with AI
|
PDF |
| Thu |
4 |
LLM Prompting
|
PDF |
| Tue |
5 |
Modern IDE
|
PDF |
| Thu |
6 |
Coding Agents
|
PDF |
| Software 1.0Python and Machine Learning |
|---|
| Tue |
7 |
Python
|
PDF |
| Thu |
8 |
NumPy & pandas
|
PDF |
| Tue |
9 |
Regression
|
PDF |
| Thu |
10 |
Classification
|
PDF |
| Tue |
11 |
Clustering
|
PDF |
| Thu |
12 |
Dimensionality Reduction
|
PDF |
| Tue |
13 |
Interpretable ML
|
PDF |
| Thu |
|
Review Session
|
PDF |
| Tue |
|
Midterm Exam
|
|
| Thu |
|
No Class (Exam Period)
|
|
| Software 2.0Deep Learning |
|---|
| Tue |
14 |
Deep Learning
|
PDF |
| Thu |
|
경계를 넘는 혁신: 과학자에서 글로벌 경영자로의 성장 여정
Songyee Yoon, Principal Venture Partners
CHANGeUP GROUND, Event Hall16:00 – 18:00 KST
|
| Tue |
15 |
PyTorch
|
PDF |
| Wed |
|
Opportunities in IME as an AI Researcher (and Vice Versa)
Sangwoo Mo, POSTECH
Sci. Bldg. 4, Room 30217:00 – 18:00 KST
|
| Thu |
|
No Class (Business Trip)
|
|
| Tue |
|
No Class (Children's Day)
|
|
| Thu |
16 |
Vision Models I
|
PDFLab |
| Tue |
17 |
Vision Models II
|
PDFLab |
| Thu |
18 |
Multimodal Models I
|
PDFLab |
| Tue |
19 |
Multimodal Models II
|
PDFLab |
| Thu |
20 |
Multimodal Models III
|
PDFLab |
| Tue |
21 |
AI for Data Science
|
PDFLab |
| Thu |
|
Project Presentation I
|
|
| Fri |
|
Agentic AI 시대의 Personalization AI
Yeong-Hwan Jeon, LG U+
Sci. Bldg. 4, Room 20210:30 – 11:30 KST
|
| Tue |
|
Project Presentation II
|
|
| Thu |
|
No Class (KIIE Conference)
|
|
| Tue |
|
No Class (Exam Period)
|
|
| Thu |
|
No Class (Exam Period)
|
|