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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: TextTextPublisher: Beijing : Mumbai O'Reilly Media, SPD 2018Description: xii, 240 pages : illustrations ; 23 cmISBN:
  • 9789352137046
Subject(s): DDC classification:
  • 006.31 RAM
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 Collection Call number Status Date due Barcode
Books Books H.T. Parekh Library GSB Collection 006.31 RAM (Browse shelf(Opens below)) Available B2976

Rs.750/-
TB 1989/21

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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