This repository archives bilingual lecture notes and coursework for the Software Applications course.
Author: Cheolwon Park (Korea University Sejong, CSE) - Year 2 (Sophomore) as of 2025
Lecture-Notes/holds lecture notes in the order of the lecture decks (Lec01,Lec02, and so on), and the units that had practice sessions also hold lab notes and example notebooks.Coursework/holds the explanations of the two paper assignments and a submitted report.- Every lecture note, lab note, and assignment explanation comes as an English (
.md) and Korean (.ko.md) pair.
🤖 AI Agent Usage Claude Code was used to organize and translate the notes and to restructure the repository.
- Semester: Fall 2025 (September - December)
- Affiliation: Korea University Sejong
| Course Code | Course | Type | Instructor | Department |
|---|---|---|---|---|
DCCS403-00 |
SOFTWARE APPLICATIONS | Major Elective | Prof. Heechan Chae | Department of Computer Science and Software Engineering |
A course on the data processing techniques and deep learning models used across software application fields such as images, sound, and text, in which each theory lecture is followed by practice in applying them. The instructor, schedule, assessment, course policies, and progress are in the course information document.
-
Basic Python programming skills
-
Understanding of basic machine learning concepts
-
A Google account for using Google Colab
-
💻 Development Environment
| Tool | Company | OS | Notes |
|---|---|---|---|
| Google Colab | Web | Environment for running the practice notebooks | |
| PyTorch | PyTorch Foundation | Linux (Colab) | Deep learning framework, including torchvision |
25Fall_Software-Applications
├── Lecture-Notes Lecture notes, lab notes, and example notebooks in lecture deck order
├── Coursework Assignment explanations and a submitted report
├── images Figures in the lecture notes
├── Course-Information.ko.md Course operations
├── Course-Information.md
├── LICENSE Documentation license (CC BY-NC-SA 4.0)
├── LICENSE-CODE Code license (PolyForm Noncommercial 1.0.0)
├── README.ko.md
└── README.md
The units are listed in the Lecture-Notes index, and the assignments in the Coursework index.
The documents in this repository (lecture notes, explanations, and summary sheets) are licensed under CC BY-NC-SA 4.0, and the code under PolyForm Noncommercial 1.0.0. Figures and example code taken from lecture slides and textbooks, as well as assignment handouts and template code distributed by the course, belong to their original authors and are not covered by these licenses.