Probabilistic Models and Machine Learning - Blei, David M. (Columbia University, New York) - Books - Cambridge University Press - 9781009693622 - March 31, 2027
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Blei, David M. (Columbia University, New York)
Probabilistic Models and Machine Learning

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This graduate-level introduction shows how to design models for real data, compute with them, and evaluate and revise them. Bridging Bayesian statistics and machine learning and connecting to modern AI applications using deep generative, diffusion, and large language models, this is an ideal resource for students, practitioners, and researchers.

Media Books     Hardcover Book   (Book with hard spine and cover)
To be released March 31, 2027
ISBN13 9781009693622
Publishers Cambridge University Press
Pages 261
Dimensions 150 × 220 × 20 mm   ·   611 g   (Weight (estimated))

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