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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: Mumbai: Shroff Publishers and Distributors, 2018.Edition: First editionDescription: xii, 240 pages : illustrations ; 24 cmISBN:
  • 9781491980453
  • 9789352137046
Subject(s): DDC classification:
  • 006.31 R149T 23
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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Item type Current library Collection Call number Status Notes Date due Barcode
Books Books Central Library, IISER Bhopal Reference Section Reference 006.31 R149T (Browse shelf(Opens below)) Not For Loan Reserve 10154

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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