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TensorFlow for Deep Learning Vital Source e-bog
Bharath Ramsundar og Reza Bosagh Zadeh
(2018)
O'Reilly Media, Inc
423,00 kr.
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TensorFlow for Deep Learning
From Linear Regression to Reinforcement Learning
Bharath Ramsundar og Reza Bosagh Zadeh
(2018)
Sprog: Engelsk
O'Reilly Media, Incorporated
634,00 kr.
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Detaljer om varen
- 1. Udgave
- Vital Source searchable e-book (Reflowable pages)
- Udgiver: O'Reilly Media, Inc (Marts 2018)
- Forfattere: Bharath Ramsundar og Reza Bosagh Zadeh
- ISBN: 9781491980408
Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects in images, understanding text, analyzing video, and predicting the properties of potential medicines. TensorFlow for Deep Learning teaches concepts through practical examples and helps you build knowledge of deep learning foundations from the ground up. It’s ideal for practicing developers with experience designing software systems, and useful for scientists and other professionals familiar with scripting but not necessarily with designing learning algorithms. Learn TensorFlow fundamentals, including how to perform basic computation Build simple learning systems to understand their mathematical foundations Dive into fully connected deep networks used in thousands of applications Turn prototypes into high-quality models with hyperparameter optimization Process images with convolutional neural networks Handle natural language datasets with recurrent neural networks Use reinforcement learning to solve games such as tic-tac-toe Train deep networks with hardware including GPUs and tensor processing units
Licens varighed:
Bookshelf online: 5 år fra købsdato.
Bookshelf appen: ubegrænset dage fra købsdato.
Udgiveren oplyser at følgende begrænsninger er gældende for dette produkt:
Print: 2 sider kan printes ad gangen
Copy: højest 2 sider i alt kan kopieres (copy/paste)
Bookshelf online: 5 år fra købsdato.
Bookshelf appen: ubegrænset dage fra købsdato.
Udgiveren oplyser at følgende begrænsninger er gældende for dette produkt:
Print: 2 sider kan printes ad gangen
Copy: højest 2 sider i alt kan kopieres (copy/paste)
Detaljer om varen
- 1. Udgave
- Paperback: 300 sider
- Udgiver: O'Reilly Media, Incorporated (April 2018)
- Forfattere: Bharath Ramsundar og Reza Bosagh Zadeh
- ISBN: 9781491980453
Learn how to solve challenging machine learning problems with TensorFlow, Google's revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects in images, understanding text, analyzing video, and predicting the properties of potential medicines.
TensorFlow for Deep Learning teaches concepts through practical examples and helps you build knowledge of deep learning foundations from the ground up. It's ideal for practicing developers with experience designing software systems, and useful for scientists and other professionals familiar with scripting but not necessarily with designing learning algorithms.
- Learn TensorFlow fundamentals, including how to perform basic computation
- Build simple learning systems to understand their mathematical foundations
- Dive into fully connected deep networks used in thousands of applications
- Turn prototypes into high-quality models with hyperparameter optimization
- Process images with convolutional neural networks
- Handle natural language datasets with recurrent neural networks
- Use reinforcement learning to solve games such as tic-tac-toe
- Train deep networks with hardware including GPUs and tensor processing units
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