feud72/hands_on_ml

핸즈온 머신러닝 (오렐리앙 제롱 지음 / 박해선 옮김) 코드 실습

hands_on_ml

핸즈온 머신러닝 (오렐리앙 제롱 지음 / 박해선 옮김) 코드 실습

https://github.com/rickiepark/handson-ml/

공식문서

NumPy

https://docs.scipy.org/doc/numpy/index.html

matplotlib

https://matplotlib.org/contents.html

pandas

https://pandas.pydata.org/pandas-docs/stable/index.html

scikit-learn

https://scikit-learn.org/stable/index.html

참고자료

https://analysis-flood.tistory.com/

참고할 만한 데이터셋

Ch 01

음악분류: https://github.com/mdeff/fma

Ch 02

UC Irvine: http://archive.ics.uci.edu/ml

Kaggle: http://www.kaggle.com/datasets

AWS http://amazon.com/ko/datasets

http://dataportals.org

http://opendatamonitor.eu

http://quandl.com

위키백과 머신러닝 데이터셋 목록: https://goo.gl/SJHN2K

Quora.com 질문: http://goo.gl/zDR78y

데이터셋 서브레딧: http://www.reddit.com/r/datasets

카네기멜론 대학교 StatLib: http://lib.stat.cmu.edu/datasets