챗GPT 데이터 사이언스

1 챗GPT

TO-DO

2 개발도구

2.1 통합개발환경

• Visual Studio Code: https://code.visualstudio.com/download
• RStudio: https://posit.co/download/rstudio-desktop/
• Jupyter: https://jupyter.org/install

2.2 버젼제어

• Git for Windows: https://gitforwindows.org/

2.3 프로그래밍 언어

• R: https://cran.r-project.org/bin/windows/base/
• 파이썬: https://www.python.org/downloads/

2.4 문서저작

• Quarto: https://quarto.org/docs/download/

2.5 SQL

• Sqlite3: https://www.sqlite.org/index.html
• DuckDB: https://duckdb.org/
• PostgreSQL: https://www.postgresql.org/download/

2.6 딥러닝

• 텐서플로우: https://www.tensorflow.org/install
• 파이토치: https://pytorch.org/
• Huggingface: https://huggingface.co/

3 데이터

• BitData: https://r2bit.com/bitData/
• 캐글: https://www.kaggle.com/
• 공공데이터 포털: https://www.data.go.kr/

4 콘텐츠

4.1 챗GPT

• 챗GPT : https://r2bit.com/chatGPT/
• 챗GPT 유닉스 쉘 : https://github.com/bit2r/gpt-shell

4.2 전자책

• BitBook: https://r2bit.com/book

4.3 블로그

• 데이터 과학: https://statkclee.github.io/data-science/
• 시각화: https://statkclee.github.io/viz/
• 문서제작: http://statkclee.github.io/comp_document/
  • 쿼토(Quarto): https://r2bit.com/quarto/
  • 파워포인트(PPT): https://r2bit.com/bitSlide/
  • 웹슬라이드(Xaringan): http://statkclee.github.io/ds-authoring/
• 데이터 과학 제품: http://statkclee.github.io/data-product/
• 딥러닝 기본기 : https://statkclee.github.io/united-states/
• …

5 저작권과 라이선스

• 공개 과학(Open Science): http://statkclee.github.io/git-novice/10-open-kr.html
• 라이선스: http://statkclee.github.io/git-novice/11-licensing-kr.html

6 클라우드

• 클라우드 컴퓨팅 소개 - 유전체학(Genomics) : http://statkclee.github.io/cloud-genomics-kr/
• r-cloudlayer : https://github.com/statkclee/r-cloudlayer (TO-DO)

7 도커

• 도커 데스크탑: https://www.docker.com/