6. Neural Networks and Deep Learning

Overview

In this chapter, you will be introduced to the final topic on neural networks and deep learning. You will be learning about TensorFlow, Convolutional Neural Networks (CNNs), and Recurrent Neural Networks (RNNs). You will use key deep learning concepts to determine creditworthiness of individuals and predict housing prices in a neighborhood. Later on, you will also implement an image classification program using the skills you learned. By the end of this chapter, you will have a firm grasp on the concepts of neural networks and deep learning.