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Probabilistic Graphical Models: Principles and Techniques by Ignacio Zurrian at Abbey's Bookshop,
Probabilistic Graphical Models: Principles and Techniques
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Ignacio Zurrian

Probabilistic Graphical Models

Principles and Techniques

Ignacio Zurrian

$295.95   $236.90

Hardback

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English
Kruger Brentt Publisher Uk. Ltd.
01 January 2025
Computer-aided design (CAD)
Foundations of Probabilistic Graphical Models: Provide a comprehensive introduction to probabilistic graphical models (PGMs), including their purpose, fundamental concepts, and types (e.g., Bayesian networks, Markov networks). Discuss the representation of complex probability distributions and dependencies using graphical structures.

Graph Theory and Probability Foundations: Explore the underlying graph theory and probability principles essential for understanding PGMs. Cover topics such as nodes, edges, directed and undirected graphs, conditional independence, and joint probability distributions. Provide insights into how these principles are used to model real-world problems.

Applications and Case Studies: Examine the applications of PGMs in various domains such as machine learning, computer vision, natural language processing, and bioinformatics. Provide case studies and examples to illustrate how PGMs are used to solve practical problems and make predictions based on complex data.
By:  
Imprint:   Kruger Brentt Publisher Uk. Ltd.
Dimensions:   Height: 254mm,  Width: 178mm,  Spine: 18mm
Weight:   699g
ISBN:   9781787153783
ISBN 10:   1787153789
Pages:   278
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Hardback
Publisher's Status:   Active

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