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machinelearning's Introduction

파이썬 머신러닝 완벽 가이드

7. 군집화

  • K-mean 알고리즘 이해
  • 군집 평가(Cluster Evaluation)
  • 평균 이동
  • GMM(Gaussian Mixture Model)
  • DBSCAN
  • 군집화 실습

8. 텍스트 분석

  • Text Classification

9. 추천시스템

  • 콘텐츠기반 필터링
  • 최근접 이웃 협업 필터링(아이템기반)
  • 잠재요인 협업 필터링

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