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10_product_defect_status.csv
10_product_defect_status.csv
 
 
9_loan_approval.csv
9_loan_approval.csv
 
 
9_loan_approval_predict.csv
9_loan_approval_predict.csv
 
 
9_loan_approval_train.csv
9_loan_approval_train.csv
 
 
AICE Associate 샘플문항_해설_20250915.pdf
AICE Associate 샘플문항_해설_20250915.pdf
 
 
AICE Associate 실습 노트북 10회차 제품 불량 여부 예측_mod.ipynb
AICE Associate 실습 노트북 10회차 제품 불량 여부 예측_mod.ipynb
 
 
AICE Associate 실습 노트북 9회차 대출 승인 여부 예측_실전수정.ipynb
AICE Associate 실습 노트북 9회차 대출 승인 여부 예측_실전수정.ipynb
 
 
AICE샘플문항20250915.ipynb
AICE샘플문항20250915.ipynb
 
 
CV서치.pdf
CV서치.pdf
 
 
DBSCAN.pdf
DBSCAN.pdf
 
 
DNN_2025_12_16수정.py
DNN_2025_12_16수정.py
 
 
DNN_employee_dataset.py
DNN_employee_dataset.py
 
 
Employee_Complete_Dataset.csv
Employee_Complete_Dataset.csv
 
 
Employee_new.csv
Employee_new.csv
 
 
Hyperparams튜닝.pdf
Hyperparams튜닝.pdf
 
 
ML비지도학습Kmeans.pdf
ML비지도학습Kmeans.pdf
 
 
ML지도학습.pdf
ML지도학습.pdf
 
 
PCA.pdf
PCA.pdf
 
 
[2편] Chapter8. 비지도학습_DBSCAN군집분석.ipynb
[2편] Chapter8. 비지도학습_DBSCAN군집분석.ipynb
 
 
[2편] Chapter9 AI모델 성능 향상.ipynb
[2편] Chapter9 AI모델 성능 향상.ipynb
 
 
[2편] Chapter9 그리드 서치, 랜덤 서치.ipynb
[2편] Chapter9 그리드 서치, 랜덤 서치.ipynb
 
 
[3편] Chapter2 4회 모의고사(차량 연비 예측).ipynb
[3편] Chapter2 4회 모의고사(차량 연비 예측).ipynb
 
 
aice 강의 공부.py
aice 강의 공부.py
 
 
aice_study_book.ipynb
aice_study_book.ipynb
 
 
aice_study_book_이상치탐지및처리.ipynb
aice_study_book_이상치탐지및처리.ipynb
 
 
auto-mpg.csv
auto-mpg.csv
 
 
creditcard.csv
creditcard.csv
 
 
iris.csv
iris.csv
 
 
lgr_sample.py
lgr_sample.py
 
 
movielens_study.ipynb
movielens_study.ipynb
 
 
movies.dat
movies.dat
 
 
mtcars.csv
mtcars.csv
 
 
ratings.7z
ratings.7z
 
 
seaborn연습.ipynb
seaborn연습.ipynb
 
 
signal_AICE_20250915.csv
signal_AICE_20250915.csv
 
 
titanic.csv
titanic.csv
 
 
titanic_sample.csv
titanic_sample.csv
 
 
users.dat
users.dat
 
 
xgb_clf_sample.py
xgb_clf_sample.py
 
 
xgboost분류.pdf
xgboost분류.pdf
 
 
결측치제거(fillna).ipynb
결측치제거(fillna).ipynb
 
 
원핫인코딩-타이타닉전처리.ipynb
원핫인코딩-타이타닉전처리.ipynb
 
 
원핫인코딩.py
원핫인코딩.py
 
 

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materials for test of AICE Associate Level

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