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TensorFlow for deep learning : from linear regression to reinforcement learning / Bharath Ramsundar and Reza Bosagh Zadeh.

By: Contributor(s): Material type: TextTextPublication details: Beijing : Mumbai : O'Reilly, Shroff Publishers & Distributors, 2018.Description: xii, 240 p. : ill. ; 24 cmISBN:
  • 9789352137046
Subject(s): DDC classification:
  • 006.31 23 RAM
LOC classification:
  • Q325.5 .R363 2018
Contents:
Introduction to deep learning -- Introduction to TensorFlow primitives -- Linear and logistic regression with TensorFlow -- Fully connected deep networks -- Hyperparameter optimization -- Convolutional neural networks -- Recurrent neural networks -- Reinforcement learning -- Training large deep networks -- The future of deep learning.
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books Books Learning Resource Centre 006.31 RAM (Browse shelf(Opens below)) Available 13806
Books Books Learning Resource Centre 006.31 RAM (Browse shelf(Opens below)) Available 13805
Total holds: 0

Includes index.

Introduction to deep learning -- Introduction to TensorFlow primitives -- Linear and logistic regression with TensorFlow -- Fully connected deep networks -- Hyperparameter optimization -- Convolutional neural networks -- Recurrent neural networks -- Reinforcement learning -- Training large deep networks -- The future of deep learning.

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