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Machine Learning: An Algorithmic Perspective (Chapman & Hall/Crc Machine Learning & Pattern Recognition)

Author Stephen Marsland

Format Hardcover

Publisher Chapman and Hall/CRC

Category Engineering

Out of Stock

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Available Copies Details Synopsis

Written in an easily accessible style, this book provides the ideal blend of theory and practical, applicable knowledge. It covers neural networks, graphical models, reinforcement learning, evolutionary algorithms, dimensionality reduction methods, and the important area of optimization. It treads the fine line between adequate academic rigor and overwhelming students with equations and mathematical concepts. The author includes examples based on widely available datasets and practical and theoretical problems to test understanding and application of the material. The book describes algorithms with code examples backed up by a website that provides working implementations in Python.

Authors

Stephen Marsland

Additional Info

Publisher: Chapman and Hall/CRC
Format: Hardcover
ISBN: 9781420067187

No copies of this item are currently available.

Machine Learning: An Algorithmic Perspective (Chapman & Hall/Crc Machine Learning & Pattern Recognition)

Out of Stock

Authors

Additional Info

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