Chapter 1. Introduction to Machine Learning with Keras

Note

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

Note

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.