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TensorFlow for deep learning : from linear regression to reinforcement learning / Bharath Ramsundar and Reza Bosagh Zadeh.
Material type:
TextPublisher: Beijing : Mumbai O'Reilly Media, SPD 2018Description: xii, 240 pages : illustrations ; 23 cmISBN: - 9789352137046
- 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.
| Item type | Current library | Collection | Call number | Status | Date due | Barcode | |
|---|---|---|---|---|---|---|---|
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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