02063cam a2200409 i 4500 19134018 OSt 20260529191225.0 160613t20162016maua b 001 0 eng 2016022992 9780262035613 hardcover : alk. paper 0262035618 hardcover : alk. paper 19134018 DLC eng DLC rda DLC pcc Q325.5 .G66 2016 006.31 GOO 23 0 Goodfellow, Ian, author. Deep learning / Ian Goodfellow, Yoshua Bengio, and Aaron Courville. Cambridge, Massachusetts : The MIT Press, [2016] ©2016 xxii, 781 pages : illustrations (some color) ; 28 cm. text txt rdacontent unmediated n rdamedia volume nc rdacarrier Adaptive computation and machine learning Includes bibliographical references (pages 711-766) and index. Applied math and machine learning basics. Linear algebra -- Probability and information theory -- Numerical computation -- Machine learning basics -- Deep networks: modern practices. Deep feedforward networks -- Regularization for deep learning -- Optimization for training deep models -- Convolutional networks -- Sequence modeling: recurrent and recursive nets -- Practical methodology -- Applications -- Deep learning research. Linear factor models -- Autoencoders -- Representation learning -- Structured probabilistic models for deep learning -- Monte Carlo methods -- Confronting the partition function -- Approximate inference -- Deep generative models. Machine learning, Bengio, Yoshua, author. Courville, Aaron, author. CamTech Library. 7 cbc orignew 1 ecip 20 y-gencatlg ddc BK 0 2581 2581 0 0 ddc 0 0 CamTech CamTech GEC 2026-05-29 0 006.31 GOO 0000003084 2026-07-27 00:00:00 C.1 2026-05-29 BK