Applied Deep Learning with Keras

Chapter 2

Machine Learning versus Deep Learning

Learning Objectives

By the end of this chapter, you will be able to:

• Explain deep learning and how it is different from machine learning
• Apply linear transformations with Python
• Build a logistic regression model with Keras

In this chapter, we will learn how deep learning is different from machine learning. We will apply linear transformations and lastly build regression models.

Introduction

In the previous chapter, we discussed some applications of machine learning and even built models with the scikit-learn Python package. In this chapter, we will continue learning how to build machine learning models and extend our knowledge to build an Artificial Neural Network (ANN) with the Keras package. ...