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_6

6. Neural Networks

Xiangming Zeng¹   and Liangqu Long²

(1)

State College, PA, USA

(2)

Shenzhen, Guangdong, China

 

It is difficult to imagine which big industry will not be changed by artificial intelligence. Artificial intelligence will play a major role in these industries, and this trend is very obvious.

—Andrew Ng

The ultimate goal of machine learning is to find a good set of parameters, so that the model can learn the mapping relationship f_θ : x → y, x, y ∈ D^train from the training set and use the trained relationship to predict new samples. Neural networks belong ...