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· 제목 : Machine Learning (Paperback)
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9789811519697
· 쪽수 : 474쪽
· 출판일 : 2022-08-22
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9789811519697
· 쪽수 : 474쪽
· 출판일 : 2022-08-22
목차
1 Introduction.- 2 Model Selection and Evaluation.- 3 Linear Models.- 4 Decision Trees.- 5 Neural Networks.- 6 Support Vector Machine.- 7 Bayes Classifiers.- 8 Ensemble Learning.- 9 Clustering.- 10 Dimensionality Reduction and Metric Learning.- 11 Feature Selection and Sparse Learning.- 12 Computational Learning Theory.- 13 Semi-Supervised Learning.- 14 Probabilistic Graphical Models.- 15 Rule Learning.- 16 Reinforcement Learning.
