Probabilistic Graphical Models-Principles and Techniques by Daphne Koller and Nir Friedman eBook Free Download

 

Probabilistic Graphical Models-Principles and Techniques by Daphne Koller and Nir Friedman eBook Free Download

 

Probabilistic Graphical Models-Principles and Techniques by Daphne Koller and Nir Friedman eBook Free Download

Probabilistic Graphical Models-Principles and Techniques by Daphne Koller and Nir Friedman eBook Free Download

Introduction:

Probabilistic Graphical Models talks about an assortment of models, traversing Bayesian systems, undirected Markov systems, discrete and persistent models, and expansions to manage dynamical frameworks and social information. For every class of models, the content depicts the three key foundations: representation, deduction, and learning, introducing both fundamental ideas and propelled procedures. At long last, the book considers the utilization of the proposed system for causal thinking and choice making under instability. The principle content in every section gives the point by point specialized advancement of the key thoughts. Most parts likewise incorporate boxes with extra material: aptitude boxes, which portray strategies; contextual analysis boxes, which talk about experimental cases identified with the methodology depicted in the content, incorporating applications in PC vision, mechanical autonomy, characteristic dialect understanding, and computational science; and idea boxes, which exhibit noteworthy ideas drawn from the material in the section. Educators (and perusers) can amass sections in different blends, from center points to all the more in fact propelled material, to suit their specific needs.

About the Author:

Daphne Koller is Professor in the Department of Computer Science at Stanford University.

Nir Friedman is Professor in the Department of Computer Science and Engineering at Hebrew University.

Probabilistic Graphical Models-Principles and Techniques by Daphne Koller and Nir Friedman eBook Free Download

 

Probabilistic Graphical Models-Principles and Techniques by Daphne Koller and Nir Friedman eBook Free Download

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