» Từ khóa: machine learning a probabilistic perspective

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  • Machine Learning: A Probabilistic Perspective

    Machine Learning: A Probabilistic Perspective

    Introduction; Probability; Generative models for discrete data; Gaussian models; Bayesian statistics; Frequentist statistics; Linear regression; Logistic regression; Generalized linear models and the exponential family; Directed graphical models (Bayes nets); Mixture models and the EM algoritlim; Latent linear models; Sparse linear models; Kernels; Gaussian process; Adaptive basis function models; Markov and hidden Markov models; State space...

     27 p hcmute 30/12/2019 282 1

    Từ khóa: Machine Learning: A Probabilistic Perspective, Kevin P.Murphy

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