20230122_Supervised learning with scikit-learn

eenimeeniminim0·2023년 1월 22일
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Lesson learned

  • Using supervised learning techniques to build predictive models
  • For both regression and classification problems
  • Underfitting and overfitting
  • How to split data
  • Cross-validation
  • Data preprocessing techniques
  • Model selection
  • Hyperparameter tuning
  • Model performance evaluation
  • Using pipelines
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데이터와 사회과학 사이를 여행하는 히치하이커를 위한 안내서

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