January 2018
Intermediate to advanced
474 pages
10h 23m
English
Content preview from Mastering TensorFlow 1.x
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What is TensorFlow?
According to the TensorFlow website (www.tensorflow.org):
TensorFlow is an open source library for numerical computation using data flow graphs.
Initially developed by Google for its internal consumption, it was released as open source on November 9, 2015. Since then, TensorFlow has been extensively used to develop machine learning and deep neural network models in various domains and continues to be used within Google for research and product development. TensorFlow 1.0 was released on February 15, 2017. Makes one wonder if it was a Valentine's Day gift from Google to machine learning engineers!
TensorFlow can be described with a data model, a programming model, and an execution model:
- Data model comprises of tensors, ...
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