TIL

1.[TIL] Dataset, EDA

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2.[TIL] 문자열 다루기, apply

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3.[TIL] loc, iloc 그리고 lambda

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4.[TIL] concat, merge, index 그리고 tidy data

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5.[TIL] 파이썬으로 미분하기

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6.[TIL] 가설 검정과 T-test

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7.[TIL] T-test와 카이제곱검정

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8.[TIL] Anova Test

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9.[TIL] Sampling

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10.[TIL] 카이제곱검정

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11.[TIL] CLT와 신뢰구간

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12.[TIL] 베이즈 정리

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13.[TIL] 기저벡터, 공분산과 상관계수

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14.[TIL] 고유벡터와 고유값 그리고 PCA

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15.[TIL] 기초 벡터

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16.[TIL] Linear Regression

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17.[TIL] 다중선형회귀와 평가지표

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18.[TIL] Logistic Regression

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19.[TIL] Ridge Regression

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20.[TIL] Decision Tree

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21.[TIL] Random Forests

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22.[TIL] Recall과 Precision, ROC curve

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23.[TIL] 모델 평가지표와 로그 변환

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24.[TIL] 순열 중요도와 XGBoost

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25.[TIL] PDP와 Shap

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26.[TIL] Conda command

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27.[TIL] SQL문

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28.[TIL] 파이썬 Class와 Decorator

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29.[TIL] 웹 스크래핑

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30.[TIL] NoSQL

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31.[TIL] Docker

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32.[TIL] Flask, Jinja, Bootstrap

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33.[TIL] Heroku

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34.[TIL] 서브쿼리

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35.[TIL] 퍼셉트론

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36.[TIL] 역전파

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37.[TIL] 경사 하강법과 옵티마이저

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38.[TIL] 학습률과 가중치 초기화

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39.[TIL] Word2Vec, fastText

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40.[TIL] RNN과 LSTM

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41.[TIL] Attention

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42.[TIL] Transformer

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43.이번주 정리

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44.이번주 정리 (2)

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45.[TIL] CNN과 전이학습

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46.[TIL] Segmentation과 Object Detection

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47.[TIL] AutoEncoder

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48.[TIL] 정규표현식

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49.[TIL] 컴프리헨션과 변수

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50.[TIL] OOP

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51.[TIL] BigO 표기법

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52.S5N1~4 정리

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53.[TIL] 재귀함수와 트리

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54.[TIL] 정렬 알고리즘 (1)

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55.[TIL] 정렬 알고리즘 (2)

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56.[TIL] 그래프

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57.[TIL] BFS & DFS

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58.채무 불이행 여부 예측해보기

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