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

By: Contributor(s): Publication 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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Holdings
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
Browsing Central Library, IISER Bhopal shelves, Shelving location: Reference Section, Collection: Reference Close shelf browser (Hides shelf browser)
006.31 M695M Machine Learning 006.31 M695M Machine Learning 006.31 M954M Machine learning : 006.31 R149T TensorFlow for deep learning : 006.31 Sch81M2 Machine learning with quantum computer 006.31 So7R2 Reinforcement learning : 006.312 Aa4P2 Process mining :

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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