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*書籍・資料 [#bf0e7c1a]
#norelated
機械学習や統計関係の書籍をみなさんに紹介しましょう．
-機械学習全般の教科書については [[機械学習#TextBook]] も...
-論文の紹介は「[[論文>Paper]]」 にあります．
-機械学習・[[統計]]・データマイニングの書籍・論文の英語表...
- Christopher M. Bishop著“Pattern Recognition and Machine...
[[「パターン認識と機械学習 - ベイズ理論による統計的予測」...
- [[赤穂 昭太郎著 「カーネル多変量解析」のサポートページ>...
**リンク [#q002fbed]
-[[数理・データサイエンス教育強化拠点コンソーシアム>http:...
-[[BayesFun>BayesFun:FrontPage]] の書評
([[BayesFun:BookReview/和書]], [[BayesFun:BookReview/洋書...
-[[Top Mentioned AI & Machine Learning Books on Stack Ove...
-無料で読める書籍のアーカイブ
--[[統計科学のための電子図書システム>http://ebsa.ism.ac.j...
--[[Gutenberg Project>http://www.gutenberg.org/ebooks/371...
無料で配布されている本
-[[All of Statistics: A Concise Course in Statistical Inf...
-[[Algorithmic Game Theory>http://www.cambridge.org/journ...
-[[Artificial Intelligence: Foundations of Computational ...
-[[Bayesian Reasoning and Machine Learning>http://www.cs....
-[[Clever Algorithms: Nature-Inspired Programming Recipes...
-[[Computer Vision: Algorithms and Applications>http://sz...
-[[Convergence of Stochastic Processes>http://www.stat.ya...
-[[Convex Optimization>http://www.stanford.edu/~boyd/cvxb...
-[[Deep Learning>http://www.deeplearningbook.org/]] Ian G...
-[[Difference Equations to Differential Equations>http://...
-[[Entropy and Information Theory>http://www-ee.stanford....
-[[Ethical Artificial Intelligence>https://arxiv.org/ftp/...
-[[Foundations of Data Science>https://www.cs.cornell.edu...
-[[Foundations of the Theory of Probability>http://www.ma...
-[[Foundations of Machine Learning>https://cs.nyu.edu/~mo...
-[[Global Optimization Algorithms - Theory and Applicatio...
-[[Inductive Logic Programming -- Techniques and Applicat...
-[[Information Retrieval>http://www.dcs.gla.ac.uk/Keith/P...
-[[Introduction to Machine Learning>http://ai.stanford.ed...
-[[Machine Learning>http://www.cs.cmu.edu/~tom/mlbook.htm...
-[[Machine Learning, Neural and Statistical Classificatio...
ｰ[[Machine Learning Yearning>http://www.mlyearning.org/]]...
-[[Markov Random Field Modeling in Computer Vision>http:/...
-[[Mining of Massive Datasets>http://www.mmds.org/]] Jure...
-[[Model-Based Machine Learning>http://www.mbmlbook.com/]...
-[[Natural Image Statistics --- A probabilistic approach ...
-[[Neural Networks - A Systematic Introduction">http://pa...
-[[Pattern Recognition and Machine Learning>https://www.m...
-[[The Quest for Artificial Intelligence: A History of Id...
-[[Reinforcement Learning: An Introduction>http://incompl...
-[[The Society of Mind>http://aurellem.org/society-of-min...
-[[Social Media Mining: An Introduction>http://dmml.asu.e...
-[[Understanding Machine Learning: From Theory to Algorit...
-[[日本統計学会創立75周年記念出版『21世紀の統計科学』(全3...
-[[総務省 統計教材>https://www.soumu.go.jp/toukei_toukats...
**書評一覧 [#h4643006]
#ls()
終了行:
*書籍・資料 [#bf0e7c1a]
#norelated
機械学習や統計関係の書籍をみなさんに紹介しましょう．
-機械学習全般の教科書については [[機械学習#TextBook]] も...
-論文の紹介は「[[論文>Paper]]」 にあります．
-機械学習・[[統計]]・データマイニングの書籍・論文の英語表...
- Christopher M. Bishop著“Pattern Recognition and Machine...
[[「パターン認識と機械学習 - ベイズ理論による統計的予測」...
- [[赤穂 昭太郎著 「カーネル多変量解析」のサポートページ>...
**リンク [#q002fbed]
-[[数理・データサイエンス教育強化拠点コンソーシアム>http:...
-[[BayesFun>BayesFun:FrontPage]] の書評
([[BayesFun:BookReview/和書]], [[BayesFun:BookReview/洋書...
-[[Top Mentioned AI & Machine Learning Books on Stack Ove...
-無料で読める書籍のアーカイブ
--[[統計科学のための電子図書システム>http://ebsa.ism.ac.j...
--[[Gutenberg Project>http://www.gutenberg.org/ebooks/371...
無料で配布されている本
-[[All of Statistics: A Concise Course in Statistical Inf...
-[[Algorithmic Game Theory>http://www.cambridge.org/journ...
-[[Artificial Intelligence: Foundations of Computational ...
-[[Bayesian Reasoning and Machine Learning>http://www.cs....
-[[Clever Algorithms: Nature-Inspired Programming Recipes...
-[[Computer Vision: Algorithms and Applications>http://sz...
-[[Convergence of Stochastic Processes>http://www.stat.ya...
-[[Convex Optimization>http://www.stanford.edu/~boyd/cvxb...
-[[Deep Learning>http://www.deeplearningbook.org/]] Ian G...
-[[Difference Equations to Differential Equations>http://...
-[[Entropy and Information Theory>http://www-ee.stanford....
-[[Ethical Artificial Intelligence>https://arxiv.org/ftp/...
-[[Foundations of Data Science>https://www.cs.cornell.edu...
-[[Foundations of the Theory of Probability>http://www.ma...
-[[Foundations of Machine Learning>https://cs.nyu.edu/~mo...
-[[Global Optimization Algorithms - Theory and Applicatio...
-[[Inductive Logic Programming -- Techniques and Applicat...
-[[Information Retrieval>http://www.dcs.gla.ac.uk/Keith/P...
-[[Introduction to Machine Learning>http://ai.stanford.ed...
-[[Machine Learning>http://www.cs.cmu.edu/~tom/mlbook.htm...
-[[Machine Learning, Neural and Statistical Classificatio...
ｰ[[Machine Learning Yearning>http://www.mlyearning.org/]]...
-[[Markov Random Field Modeling in Computer Vision>http:/...
-[[Mining of Massive Datasets>http://www.mmds.org/]] Jure...
-[[Model-Based Machine Learning>http://www.mbmlbook.com/]...
-[[Natural Image Statistics --- A probabilistic approach ...
-[[Neural Networks - A Systematic Introduction">http://pa...
-[[Pattern Recognition and Machine Learning>https://www.m...
-[[The Quest for Artificial Intelligence: A History of Id...
-[[Reinforcement Learning: An Introduction>http://incompl...
-[[The Society of Mind>http://aurellem.org/society-of-min...
-[[Social Media Mining: An Introduction>http://dmml.asu.e...
-[[Understanding Machine Learning: From Theory to Algorit...
-[[日本統計学会創立75周年記念出版『21世紀の統計科学』(全3...
-[[総務省 統計教材>https://www.soumu.go.jp/toukei_toukats...
**書評一覧 [#h4643006]
#ls()
ページ名:
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