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An advanced book for researchers and graduate students working in machine learning and statistics who want to learn about deep learning, Bayesian inference, generative models, and decision making under uncertainty.
An advanced counterpart to Probabilistic Machine Learning: An Introduction, this high-level textbook provides researchers and graduate students detailed coverage of cutting-edge topics in machine learning, including deep generative modeling, graphical models, Bayesian inference, reinforcement learning, and causality. This volume puts deep learning into a larger statistical context and unifies approaches based on deep learning with ones based on probabilistic modeling and inference. With contributions from top scientists and domain experts from places such as Google, DeepMind, Amazon, Purdue University, NYU, and the University of Washington, this rigorous book is essential to understanding the vital issues in machine learning.
The price of "Probabilistic Machine Learning (Hardcover Book)" at Comics Conspiracy is USD $150.00.
The publisher of "Probabilistic Machine Learning (Hardcover Book)" is MIT Press.
The genres of "Probabilistic Machine Learning (Hardcover Book)" are Computers - Artificial Intelligence - General, Computers - Computer Science, and Computers - Data Science - Machine Learning.
"Probabilistic Machine Learning (Hardcover Book)" falls under the category of Books (Hardcover).
The writer of "Probabilistic Machine Learning (Hardcover Book)" is Kevin P. Murphy.