© 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 ...

Get Deep Learning Projects Using TensorFlow 2: Neural Network Development with Python and Keras now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.