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Machine learning : an algorithmic perspective /

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Bibliographic Details
Main Author: Marsland, Stephen.
Format: Book
Language:English
Published: Boca Raton : CRC Press, [2015]
Edition:Second edition.
Series:Chapman & Hall/CRC machine learning & pattern recognition series
Subjects:
Machine learning.
Algorithms.
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505 0 |a Introduction -- Preliminaries -- Neurons, neural networks, and linear discriminants -- The multi-layer perceptron -- Radial basis functions and splines -- Dimensionality reduction -- Probabilistic learning -- Support vector machines -- Optimisation and search -- Evolutionary learning -- Reinforcement learning -- Learning with trees -- Decision by committee: ensemble learning -- Unsupervised learning -- Markov chain Monte Carlo (MCMC) methods -- Graphical models -- Symmetric weights and deep belief networks -- Gaussian processes -- Python. 
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