Learn Keras for Deep Neural Networks: A Fast-Track Approach to Modern Deep Learning with Python

© Jojo Moolayil 2019

Jojo MoolayilLearn Keras for Deep Neural Networkshttps://doi.org/10.1007/978-1-4842-4240-7_4

4. Deep Neural Networks for Supervised Learning: Classification

Jojo Moolayil¹ 

(1)

Vancouver, BC, Canada

 

In Chapter 3, we explored a DL use case for regression. We explored the entire problem-solving approach with a business-forward strategy. We leveraged all our learning from Chapters 1 and 2 in foundational DL and the Keras framework to develop DNNs for a regression use case. In this chapter, we will take our learning one step further and design a network for a classification use case. The approach overall remains the same, but there are a few nuances we need to keep in mind while solving a classification use case. Moreover, we will ...