Chapter 2
Data Cleaning and Advanced Machine Learning
Section 2
Preparing to Train a Predictive Model
Here, we will cover the preparation required to train a predictive model. Although not as technically glamorous as training the models themselves, this step should not be taken lightly. It's very important to ensure you have a good plan before proceeding with the details of building and training a reliable model. This video covers: - Preparing to Train a Predictive Model - Determining a Plan for Predictive Analytics - Identify the Problem and Data Sources - Project Framework - Preparing Data for Machine Learning - Examples of Unclean Data