BUILDING SMARTER MODELS BY COMBINING PROBABILISTIC GRAPHICAL MODELS AND NEURAL NETWORKS : Hybrid PGM–Deep Learning Techniques in R
by Mary M. Adepoju, Olaoluwa S. Yaya, Peter O. Ohue, Oluranti A. Afolabi
Building Smarter Models by Combining Probabilistic Graphical Models and Neural Networks explores hybrid PGM–deep learning techniques in R. It offers a focused guide to combining two influential modeling approaches, making it relevant to readers interested in artificial intelligence, data science, and computational methods.
About This Book
Building Smarter Models by Combining Probabilistic Graphical Models and Neural Networks introduces a hybrid perspective on modern model building.
The book focuses on combining probabilistic graphical models with neural networks and deep learning techniques.
R is central to the book’s approach, providing the programming context for applying these techniques.
It is suited to readers seeking an introduction to hybrid approaches in artificial intelligence, data science, and machine learning.
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