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Probabilistic Models and Machine Learning Blei, David M. (Columbia University, New York)
Probabilistic Models and Machine Learning
Blei, David M. (Columbia University, New York)
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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