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빅데이터분석기사_실기/제2유형: 데이터 분석

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제 2유형 [회귀 Regression] 자전거 수요 예측 이대로만 하면 2유형 40점 만점!https://www.kaggle.com/code/agileteam/t2-6-bike-regressor T2-6. Bike-RegressorExplore and run machine learning code with Kaggle Notebooks | Using data from Bike Sharing Demandwww.kaggle.com import pandas as pdtrain = pd.read_csv("/kaggle/input/bike-sharing-demand/train.csv")test = pd.read_csv("/kaggle/input/bike-sharing-demand/test.csv")#target: count컬럼#EDA# print(train.info()..
제 2유형 [회귀 Regression] Insurance 이대로만 하면 2유형 40점 만점https://www.kaggle.com/code/agileteam/insurance-starter-tutorial Insurance_Starter (Tutorial)Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sourceswww.kaggle.com #X_train, y_train, X_test# EDA# print(X_train.info())# print(X_test.info())# print(y_train.info())# print(X_train.head())# print(y_train.head())'''결측치 없고라벨인코딩은 필요독립변수에서 삭제 할..
제 2유형 [회귀 Regression] House Prices 이대로만 하면 2유형 40점 만점!https://www.kaggle.com/code/agileteam/t2-4-house-prices-regression T2-4. House Prices (Regression)Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sourceswww.kaggle.com #X_train, y_train, X_test(제출용 예측 데이터)#EDA# print(X_train.info())# print(X_test.info())# print(X_train.head())# print(X_test.head())# print(y_train.info())# print(y_tra..
제 2유형 [분류 Classification] 성인 인구소득 (범주형) 이대로만 하면 2유형 40점 만점!https://www.kaggle.com/code/agileteam/t2-3-adult-census-income-tutorial T2-3. Adult Census Income TutorialExplore and run machine learning code with Kaggle Notebooks | Using data from multiple data sourceswww.kaggle.com#X_train, y_train, X_test(제출 테스트 데이터)#데이터 정보 확인# print(X_train.head())# print(y_train.head())# print(X_train.info())# print(X_test.info())# print(y_train.info()..
제 2유형 [분류 Classification] 당뇨병 이대로만 하면 2유형 40점 만점!https://www.kaggle.com/code/agileteam/t2-2-pima-indians-diabetes T2-2. Pima Indians Diabetes(피마 인디언 당뇨병)Explore and run machine learning code with Kaggle Notebooks | Using data from multiple data sourceswww.kaggle.com #X_train, y_train, X_test(결과제출 시 활용)#데이터 로드 및 확인# print(X_train.info())# print(X_test.info())# print(y_train.info())# print()# print(X_train.head())# print(X_tes..
제 2유형 [분류 Classification] 타이타닉 이대로만 하면 2유형 40점 만점! https://www.kaggle.com/code/agileteam/t2-1-titanic-simple-baseline T2-1. 타이타닉(Titanic) Simple BaselineExplore and run machine learning code with Kaggle Notebooks | Using data from multiple data sourceswww.kaggle.com  #데이터로드 및 확인import pandas as pdprint(X_train.info())print(X_test.info())print(y_train.info())print(X_train.isnull().sum())print(X_test.isnull().sum())print(y_trai..