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This repository archives bilingual lecture notes and coursework for a convergence informatics course, covering R programming, clustering, dimensionality reduction, regression, classification, bioinformatics, sequencing data analysis, biomarker discovery, gene expression profiling, and disease prediction, with applications in biology and medicine.

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[Fall 2025] Convergence Informatics

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This repository archives bilingual lecture notes and coursework for the Convergence Informatics course.

Author: Cheolwon Park (Korea University Sejong, CSE) - Year 2 (Sophomore) as of 2025

📑 Table of Contents



📝 About This Repository

  • Lecture-Notes/ holds lecture notes that follow the chapter order of the lecture slides (Ch##).
  • Coursework/ holds the assignment solutions, the lecture demonstration code, and the final exam R code, with sample datasets in each item's data/.
  • Every lecture note comes as an English (.md) and Korean (.ko.md) pair.
  • The R code files carry Doxygen-style headers.

🤖 AI Agent Usage This course encouraged active use of AI tools. Claude Code was used to organize and translate the notes and to restructure the repository.


📚 Course Information

  • Semester: Fall 2025 (September - December)
  • Affiliation: Korea University Sejong
Course Code Course Type Instructor Department
DCCS326-00 CONVERGENCE INFORMATICS Major Elective Prof. Minseok Seo Department of Computer Science and Software Engineering

Course Overview

An interdisciplinary course that introduces informatics across academic and industrial fields from a computing perspective, taught in English with R for data analysis. The instructors, schedule, assessment, course policies, and progress are in the course information document.


✅ Prerequisites

  • Basic understanding of statistics and machine learning concepts

  • R interpreter installed

  • Familiarity with command-line tools or an IDE

  • 💻 Development Environment

Tool Company OS Notes
RStudio Posit PBC macOS Most used IDE
Visual Studio Code Microsoft macOS With the R extension


🗂 Repository Structure

25Fall_Convergence-Informatics
├── Lecture-Notes               Lecture notes by slide chapter
├── Coursework                  Assignment solutions, lab code, final exam answer code
├── 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, labs, and final exam materials in the Coursework index.


🤝 License

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.


About

This repository archives bilingual lecture notes and coursework for a convergence informatics course, covering R programming, clustering, dimensionality reduction, regression, classification, bioinformatics, sequencing data analysis, biomarker discovery, gene expression profiling, and disease prediction, with applications in biology and medicine.

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