GitHub - bynkook/AICE_TEST: materials for test of AICE Associate Level

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materials for test of AICE Associate Level

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Name		Name	Last commit message	Last commit date
Latest commit History 23 Commits
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