Coursera Kaggle 강의(How to win a data science competition) week 3,4 Advanced Feature Engineering 요약
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Coursera Kaggle 강의(How to win a data science competition) week 4-4 Ensemble 요약
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Ensemble
Coursera Kaggle 강의(How to win a data science competition) week 4-1 Hyperparameter Tuning 요약
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Hyperparameter Tuning
Coursera Kaggle 강의(How to win a data science competition) week 3-1 Metrics 요약
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Metrics
Coursera Kaggle 강의(How to win a data science competition) week 2-1 EDA 요약
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Exploratory Data Analysis
Coursera Kaggle 강의(How to win a data science competition) week 2-2 Validation 요약
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Validation
Coursera Kaggle 강의(How to win a data science competition) week 1 요약
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참고로 Kaggle 대회에 대한 소개, HW/SW 이야기 등은 모두 생략하였으며, Machine Learning 모델 개발에 관련된 내용들만을 정리했음
Using AWS SageMaker to Tune Hyperparameter of XG-Boost
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AWS SageMaker를 이용한 XG-Boost 하이퍼파라미터 최적화 방법 소개
