Applied Deep Learning with Keras

Chapter 1

Introduction to Machine Learning with Keras

Learning Objectives

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

• Present data for use in machine learning models
• Explain how to preprocess data for a machine learning model
• Build a logistic regression model with scikit-learn
• Use regularization in machine learning models
• Evaluate model performance with model evaluation metrics

In this chapter, we will learn how to preprocess data for machine learning models. We will learn how to develop logistic regression models with scikit-learn. Lastly, we will evaluate model performance with model evaluation metrics.

Introduction

Machine learning is the science of utilizing machines to emulate human tasks and to have the machine improve their ...