Deep Learning Projects Using TensorFlow 2: Neural Network Development with Python and Keras

© Vinita Silaparasetty 2020

V. SilaparasettyDeep Learning Projects Using TensorFlow 2https://doi.org/10.1007/978-1-4842-5802-6_3

3. Neural Networks

Vinita Silaparasetty¹ 

(1)

Bangalore, India

 

Here’s some food for thought: if a single neuron is powerful enough to perform a binary classification, as you saw in the previous chapter, how much more powerful is a collection of neurons? That’s what we are going to discover in this chapter. Several neurons together make up a neural network. In this tutorial, we will create a multi-layer neuron and then classify the MNIST dataset with it. In Keras, a single iteration is referred to as an epoch. Let’s study neural networks more in detail.

What Is a Neural Network?

A neural network is also called an Artificial ...