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

Bibliographic Details
Main Authors: Ramsundar, Bharath (Author)
Bosagh Zadeh, Reza (Author)
Language:English
Published: Beijing : O'Reilly Media, 2018.
Edition:First edition.
Subjects:
Physical Description:xii, 240 pages : illustrations ; 24 cm
Format: Book

MARC

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245 1 0 |a TensorFlow for deep learning :  |b from linear regression to reinforcement learning /  |c Bharath Ramsundar and Reza Bosagh Zadeh. 
250 |a First edition. 
264 1 |a Beijing :  |b O'Reilly Media,  |c 2018. 
300 |a xii, 240 pages :  |b illustrations ;  |c 24 cm 
336 |a text  |b txt  |2 rdacontent 
337 |a unmediated  |b n  |2 rdamedia 
338 |a volume  |b nc  |2 rdacarrier 
500 |a Includes index. 
505 0 |a 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. 
630 0 0 |a TensorFlow (Electronic resource) 
650 0 |a Machine learning.  |0 http://id.loc.gov/authorities/subjects/sh85079324 
650 0 |a Reinforcement learning.  |0 http://id.loc.gov/authorities/subjects/sh92000704 
650 0 |a Artificial intelligence.  |0 http://id.loc.gov/authorities/subjects/sh85008180 
650 7 |a Maschinelles Lernen.  |2 gnd 
650 7 |a Optimierung.  |2 gnd 
650 7 |a Lineare Regression.  |2 gnd 
650 7 |a Neuronales Netz.  |2 gnd 
650 7 |a Artificial intelligence.  |2 fast  |0 (OCoLC)fst00817247 
650 7 |a Machine learning.  |2 fast  |0 (OCoLC)fst01004795 
650 7 |a Reinforcement learning.  |2 fast  |0 (OCoLC)fst01732553 
700 1 |a Bosagh Zadeh, Reza,  |e author.  |0 http://id.loc.gov/authorities/names/nb2018008318 
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