Machine Learning: A Probabilistic Perspective
Machine learning developed as probabilistic modeling and inference.
MIT Press2012Book available to purchase
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In this reference
Kevin Murphy's graduate textbook, presenting machine learning as probabilistic modeling, inference, and learning algorithms.
Cite the original work
Kevin P. Murphy (2012). Machine Learning: A Probabilistic Perspective [Book]. MIT Press. https://www.goodreads.com/book/show/15857489-machine-learning
View BibTeX
@misc{machine_learning_a_probabilistic_perspective,
author = {Kevin P. Murphy},
title = {{Machine Learning: A Probabilistic Perspective}},
howpublished = {MIT Press},
url = {https://www.goodreads.com/book/show/15857489-machine-learning},
year = {2012},
isbn = {9780262018029}
}
