Beginning Deep Learning with TensorFlow: Work with Keras, MNIST Data Sets, and Advanced Neural Networks

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

L. Long, X. ZengBeginning Deep Learning with TensorFlowhttps://doi.org/10.1007/978-1-4842-7915-1_4

4. Basic TensorFlow

Xiangming Zeng¹   and Liangqu Long²

(1)

State College, PA, USA

(2)

Shenzhen, Guangdong, China

 

I envision that in the future, we may be equivalent to robot pet dogs, and by then I will also support robots.

—Claude Shannon

TensorFlow is a scientific computing library of deep learning algorithms. All operations are performed based on tensor objects. Complex neural network algorithms are essentially a combination of basic operations such as multiplication and addition of tensors. Therefore, it is important to get familiar with the basic tensor operation ...