Name		Name	Last commit message	Last commit date
.gitignore		.gitignore
01_01_데이터_분석의_소개.ipynb		01_01_데이터_분석의_소개.ipynb
01_02_머신러닝용_파이썬_패키지.ipynb		01_02_머신러닝용_파이썬_패키지.ipynb
02_01_데이터_전처리_기초.ipynb		02_01_데이터_전처리_기초.ipynb
02_02_범주형_데이터_처리.ipynb		02_02_범주형_데이터_처리.ipynb
03_01_01_NLTK_자연어_처리_패키지.ipynb		03_01_01_NLTK_자연어_처리_패키지.ipynb
03_01_02_KoNLPy_한국어_처리_패키지.ipynb		03_01_02_KoNLPy_한국어_처리_패키지.ipynb
03_01_03_Scikit_Learn의_문서_전처리_기능.ipynb		03_01_03_Scikit_Learn의_문서_전처리_기능.ipynb
03_01_04_soynlp.ipynb		03_01_04_soynlp.ipynb
03_01_05_확률론적_언어_모형.ipynb		03_01_05_확률론적_언어_모형.ipynb
03_02_01_이미지_처리_기초.ipynb		03_02_01_이미지_처리_기초.ipynb
03_02_02_이미지_필터링.ipynb		03_02_02_이미지_필터링.ipynb
03_02_03_이미지_컨투어.ipynb		03_02_03_이미지_컨투어.ipynb
03_02_04_이미지_변환.ipynb		03_02_04_이미지_변환.ipynb
03_02_05_이미지_특징_추출.ipynb		03_02_05_이미지_특징_추출.ipynb
03_03_01_사운드_프로세싱_기초.ipynb		03_03_01_사운드_프로세싱_기초.ipynb
03_03_02_푸리에_변환과_스펙트럼.ipynb		03_03_02_푸리에_변환과_스펙트럼.ipynb
03_04_01_지리_정보_데이터_처리.ipynb		03_04_01_지리_정보_데이터_처리.ipynb
03_04_02_지오코딩.ipynb		03_04_02_지오코딩.ipynb
04_01_회귀분석_예제.ipynb		04_01_회귀분석_예제.ipynb
04_02_선형회귀분석의_기초.ipynb		04_02_선형회귀분석의_기초.ipynb
04_03_스케일링.ipynb		04_03_스케일링.ipynb
04_04_범주형_독립변수.ipynb		04_04_범주형_독립변수.ipynb
04_05_부분회귀.ipynb		04_05_부분회귀.ipynb
05_01_확률론적_선형_회귀모형.ipynb		05_01_확률론적_선형_회귀모형.ipynb
05_02_회귀분석의_기하학.ipynb		05_02_회귀분석의_기하학.ipynb
05_03_레버리지와_아웃라이어.ipynb		05_03_레버리지와_아웃라이어.ipynb
05_04_분산_분석과_모형_성능.ipynb		05_04_분산_분석과_모형_성능.ipynb
06_01_모형_진단과_수정.ipynb		06_01_모형_진단과_수정.ipynb
06_02_기저함수_모형과_과최적화.ipynb		06_02_기저함수_모형과_과최적화.ipynb
06_03_교차검증.ipynb		06_03_교차검증.ipynb
06_04_다중공선성과_변수_선택.ipynb		06_04_다중공선성과_변수_선택.ipynb
06_05_정규화_선형회귀.ipynb		06_05_정규화_선형회귀.ipynb
07_01_추천_시스템.ipynb		07_01_추천_시스템.ipynb
09_01_분류용_예제_데이터.ipynb		09_01_분류용_예제_데이터.ipynb
09_02_분류용_가상_데이터_생성.ipynb		09_02_분류용_가상_데이터_생성.ipynb
09_03_분류모형.ipynb		09_03_분류모형.ipynb
09_04_분류_성능평가.ipynb		09_04_분류_성능평가.ipynb
10_01_로지스틱_회귀분석.ipynb		10_01_로지스틱_회귀분석.ipynb
11_01_선형판별분석법과_이차판별분석법.ipynb		11_01_선형판별분석법과_이차판별분석법.ipynb
11_02_나이브베이즈_분류모형.ipynb		11_02_나이브베이즈_분류모형.ipynb
11_03_감성_분석.ipynb		11_03_감성_분석.ipynb
12_01_의사결정나무.ipynb		12_01_의사결정나무.ipynb
12_02_모형_결합.ipynb		12_02_모형_결합.ipynb
12_03_부스팅_방법.ipynb		12_03_부스팅_방법.ipynb
13_02_서포트_벡터_머신.ipynb		13_02_서포트_벡터_머신.ipynb
13_03_커널_서포트_벡터_머신.ipynb		13_03_커널_서포트_벡터_머신.ipynb
14_01_모형_최적화.ipynb		14_01_모형_최적화.ipynb
14_03_특징_선택.ipynb		14_03_특징_선택.ipynb
14_04_대규모_데이터_학습.ipynb		14_04_대규모_데이터_학습.ipynb
16_01_군집화.ipynb		16_01_군집화.ipynb
16_02_K_평균_군집화.ipynb		16_02_K_평균_군집화.ipynb
16_03_디비스캔_군집화.ipynb		16_03_디비스캔_군집화.ipynb
16_04_계층적_군집화.ipynb		16_04_계층적_군집화.ipynb
16_05_Affinity_Propagation.ipynb		16_05_Affinity_Propagation.ipynb
17_01_그래프_이론_기초.ipynb		17_01_그래프_이론_기초.ipynb
17_02_그래프_확률모형.ipynb		17_02_그래프_확률모형.ipynb
17_03_네트워크_추론.ipynb		17_03_네트워크_추론.ipynb
18_01_가우시안_혼합모형과_EM_방법.ipynb		18_01_가우시안_혼합모형과_EM_방법.ipynb
18_02_변분법적_추론.ipynb		18_02_변분법적_추론.ipynb
19_01_몬테카를로_베이지안_분석.ipynb		19_01_몬테카를로_베이지안_분석.ipynb
19_02_베이지안_회귀_분석_예제.ipynb		19_02_베이지안_회귀_분석_예제.ipynb
20_01_히든_마코프_모형.ipynb		20_01_히든_마코프_모형.ipynb
README.md		README.md

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