December 2018
Intermediate to advanced
318 pages
8h 28m
English
Content preview from Hands-On Machine Learning for Cybersecurity
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Changing the Game with TensorFlow
TensorFlow is an open source software library developed by the Google Brain team to do high-performance numerical computations. The TensorFlow library helps in programming across a range of numerical tasks.
In this chapter, we will look at some of the older use cases for using TensorFlow. Some of the major topics covered in the chapter are as follows:
- Introduction to TensorFlow
- Installation of TensorFlow
- TensorFlow for Windows users
- Hello world in TensorFlow
- Importing the MNIST dataset
- Computation graphs
- Tensor processing unit
- Using TensorFlow for intrusion detection
- Hands-on Tensor flow coding
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